If the SeaText AI data attribute is not working, check the live page first, not just the theme editor. The most common causes are: the SeaText script is missing, it runs before the tagged element exists, the attribute name does not match the snippet or documentation, or the account and domain are not set up correctly. Confirm the attribute exists in the rendered HTML source, fix any JavaScript errors, and verify that the SeaText account is active for the exact domain you are testing.

What the SeaText AI data attribute is for

SeaText AI uses a data attribute as a marker. It tells SeaText which page content it is allowed to change. In the Shopify integration guide, the marker belongs on the element that contains the product description. The guide says to find the product template, wrap the description output, and then verify that the data- attribute is present in the HTML source.

Without the marker, SeaText has no instruction to touch that content. With the marker and an active account, the AI can apply the changes you enabled. If either half is missing, the page will look unchanged.

What “not working” can look like

Name the symptom before you change anything. It tells you which layer to inspect.

• The page looks unchanged even though the script is installed.
• The attribute is in the theme file but not in the rendered page.
• The SeaText script loads, but the browser console shows a JavaScript error.
• The attribute works on one page but not on another.
• The AI is active, but the content it changes is not the content you marked.

Diagnostic work gets faster when you know whether the problem is in the template, the HTML output, the script, or the account.

Run this diagnostic sequence

Use this order. It starts with the quickest checks and moves to account-level checks.

1. Hard reload the page and open View Page Source. Search for a phrase from the product description and look for the data- attribute near it.
2. Open browser developer tools and check the Console. Fix any JavaScript errors before going further.
3. Open the Network tab and reload. Look for the SeaText script request. If it is missing, check that the snippet was saved in theme.liquid.
4. Copy the attribute from the SeaText snippet or documentation and compare it with the rendered HTML. Do not retype it from memory.
5. Confirm the domain. Each SeaText account is linked to a single primary URL, and development URLs such as localhost are restricted.
6. Confirm the AI is activated. The installation is inert until activation, so an installed script alone will not change content.
7. Test in an incognito window with extensions disabled to rule out cache, ad blockers, or other browser extensions.
8. If the attribute still does not appear, save the theme again, clear the storefront cache, and reload the product page.

Likely causes and their fixes

The script is missing or was not saved

SeaText’s integration instructions say to paste the code snippet into theme.liquid and click Save. If you skipped Save, the storefront keeps serving the old theme file. Open Layout > theme.liquid, confirm the snippet is there, and save.

The attribute is on the template but not on the live element

Some themes output product descriptions through a section or a snippet. The attribute has to be on the element that actually renders in the browser. Inspect the live HTML on the product page, not only the Liquid template.

The attribute name does not match

Copy the attribute from the SeaText snippet or documentation. Compare it character for character. If the rendered page uses a different name, SeaText will not recognize the marker.

The script loads too early

Place the SeaText script so it runs after the page DOM is ready, or use the integration snippet as documented. If the script runs before the product description exists, it may never look for the attribute.

The account or domain is wrong

Each SeaText AI account is linked to a single primary URL. Development URLs such as localhost are restricted for security reasons. If you are testing on a second domain or a development domain, create a separate account for that domain.

The AI is not activated

SeaText’s installation process is secure, and the AI remains inert until activated. A correctly placed attribute will not cause changes if the AI was never turned on. Log in and activate the relevant agent for the site you are testing.

Browser cache or extensions hide the real problem

Your browser may be showing an old version of the page. Try incognito with extensions disabled. Then clear the storefront cache and reload. If the attribute appears in incognito, the problem is cache or extension related, not a SeaText error.

How to check the data attribute in the live HTML

SeaText’s own integration steps tell you to verify the attribute in the HTML source using browser developer tools. Here is a repeatable way to do that.

1. Open the product page in a desktop browser.
2. Right-click the page and choose View Page Source or Inspect.
3. Search for a phrase from the product description.
4. Look at the element that wraps that phrase.
5. Confirm the data- attribute is present on that element.
6. If it is missing, go back to the product template and wrap the description output correctly.

Common mistakes at a glance

Key facts from the SeaText integration guide

Limitations and when this guide does not apply

This guide follows the Shopify integration steps in the SeaText source pack. If you use SeaText on another platform, the file names and template structure will be different.

This guide also does not cover situations where the data attribute is present and the AI is active, but the generated copy is not what you expected. That is a content-quality or agent-configuration question, not a marker question.

If you use SeaText on multiple websites, remember that one account is linked to one primary URL. Check that you are looking at the account for the site you are testing.

SeaText points to additional details in its AI-scope documentation: https://seatext.com/documentation-ai-scope.

Frequently asked questions

Why is the attribute still not working after I saved the theme?

Check the rendered HTML source, not just the theme file. The integration guide specifically says to verify that the data- attribute is present in the HTML source using browser developer tools. If it is missing from the live page, the template change did not apply.

Does the attribute name need to be exact?

Yes. Copy it from the SeaText snippet or documentation. A small typo means SeaText will not recognize the marker.

Can I test SeaText AI on localhost?

No. SeaText restricts development URLs such as localhost for security reasons. Use a valid, real domain. Dynamic development domains may not work either.

Do I need a separate SeaText account for each domain?

Yes. Each SeaText AI account is linked to a single primary URL. To use SeaText on several websites, create one account for each website.

What should I check first if the script is installed but nothing happens?

Check activation. The installation process is secure, and the AI remains inert until activated. Then check the account-domain match and the rendered HTML attribute.

Refreshing your website is the fastest first step to troubleshoot Square integration issues. This action clears temporary glitches and outdated cached files that may prevent payment elements from loading or processing correctly. If a simple refresh does not resolve the problem, the issue likely lies in integration code, API settings, or server-side caching.

Why Refreshing Is the First Troubleshooting Step

Most Square integrations rely on JavaScript scripts that communicate between your website and Square servers. Browsers store copies of these scripts to load pages faster. When Square updates its API or you change settings in your Square Dashboard, the browser may still use the old script version. This mismatch causes broken buttons, checkout errors, or missing payment forms.

A refresh forces the browser to fetch the latest version of the integration code. This ensures payment forms and product listings stay synchronized with your current Square data. Without this sync, your website appears stuck in an outdated state, preventing transactions. The same principle applies when you install new scripts: SEATEXT AI documentation notes that you must visit or refresh your website several times and stay on the page for at least 40 seconds to activate new code and link it to your account.

How Browser Caching Breaks Square Scripts

Browser caching saves static files like JavaScript, CSS, and images locally. On repeat visits, the browser loads these files from disk instead of downloading them again. This speeds up page loads but creates a risk: if the Square embed code changes, the browser runs the old version.

Square updates its JavaScript SDK periodically to fix bugs, add features, or address security issues. If your site references a specific version or uses a cached copy, new features may not work. A hard refresh bypasses the local cache and downloads fresh files. This is similar to waiting five minutes after installing SEATEXT AI to see your website name appear next to the logo, confirming the new script is active.

The Diagnostic Sequence for Square Issues

When your Square integration fails, follow a logical order of operations to avoid unnecessary work. Start with the simplest fix and move toward complex technical configurations.

• The Standard Refresh: Press F5 or click the reload button. This fixes temporary network blips and reloads the page from cache.
• The Hard Refresh: Use Ctrl+F5 on Windows or Cmd+Shift+R on Mac. This bypasses the local browser cache and downloads fresh scripts from the server.
• Incognito Testing: Open your site in a private or incognito window. If Square works there, a browser extension, cookie, or cached file is likely blocking the script.
• Clear Browser Cache: Remove all stored files and cookies for the site. This ensures no old version of the Square script remains.
• CDN Purging: If you use a content delivery network like Cloudflare, clear the cache there so the global network serves the updated site code to all visitors.
• Server-Side Cache Clear: If your site uses a caching plugin (WP Rocket, W3 Total Cache) or server-level caching (Varnish, Nginx), purge that cache so the origin server delivers fresh HTML and scripts.

Common Causes of Persistent Integration Failure

If refreshing does not work, the problem is likely structural. Understanding the root cause helps you decide whether to contact support or fix it yourself.

One common cause is plugin conflicts. Some optimization or security plugins minify or delay JavaScript, which can break the Square embed code. Another cause is incorrect code placement. If the embed code is moved into the wrong header or accidentally deleted during a theme update, the payment form will fail to initialize. Finally, server-side caching can serve an old version of your page to all visitors, making the integration appear broken regardless of how many times you refresh your browser.

Other causes include outdated Square API credentials, mismatched webhook URLs, or JavaScript errors from other scripts on the page. Check the browser developer console for error messages that point to the exact line of failure.

Corrective Actions Beyond Refreshing

Once you determine that a simple refresh is insufficient, you must take manual steps to restore the connection.

First, verify your integration code. Ensure the JavaScript snippet provided by Square is pasted exactly as intended in your website's HTML. Even a single missing character can break the script. Second, check your Square Dashboard to ensure your account is active and there are no service alerts. If you use a specific plugin for WordPress, Shopify, or another platform, ensure the plugin is updated to the latest version. Developers often release patches to maintain compatibility with Square API changes.

Third, review your Content Security Policy (CSP) headers. A restrictive CSP may block Square's scripts from loading. Add the required Square domains to your CSP allowlist. Fourth, test the integration on a staging environment with a clean browser profile to isolate the issue from your production cache or extensions.

The Role of Caching in Square Synchronization

Caching is a double-edged sword. While it makes your site fast, it is the primary reason Square integrations lag. When you update a product price or inventory in your Square Dashboard, the website might not show the change immediately because it is serving a cached version.

To fix this, you must trigger a sync. This often involves clearing your website's caching plugin and your CDN cache. Once these are cleared, the website is forced to pull the latest data from the Square API, ensuring your customers see accurate pricing and functional checkout options. Some platforms offer cache tags or webhook-based invalidation to automate this process.

Practical Scenarios: When to Refresh

Scenario A: You updated a product price in Square, but the website still shows the old price. Action: Clear your website cache and refresh the page.

Scenario B: The Pay Now button is visible but does nothing when clicked. Action: Perform a hard refresh. If it fails, open the browser console and check for JavaScript errors.

Scenario C: The checkout page is blank for you but works for others. Action: Test the site in incognito mode. If it works, clear your browser cookies and cache.

Scenario D: You installed a new Square plugin or updated an existing one. Action: Hard refresh the page, then clear server and CDN caches to ensure the new plugin code loads.

Scenario E: Square Dashboard shows a webhook delivery failure. Action: Verify your webhook URL is correct and your server returns a 2xx response. Refreshing the site will not fix this; you must correct the endpoint.

Limitations of Refreshing as a Fix

Refreshing only resolves client-side caching issues. It cannot fix server-side misconfiguration, invalid API keys, network firewall rules, or Square platform outages. If the problem persists after completing the full diagnostic sequence, the issue is likely outside the browser cache.

Refreshing also does not update server-rendered content that was generated with stale data. If your site uses server-side rendering with cached HTML, you must purge the server cache or regenerate the page. Additionally, refreshing does not resolve cross-origin resource sharing (CORS) errors or mixed-content warnings caused by HTTPS/HTTP mismatches.

Frequently Asked Questions

Q: How often should I refresh during troubleshooting? A: Try a standard refresh once, then a hard refresh once. If the issue remains, move to incognito testing and cache clearing. Repeated refreshing without clearing caches wastes time.

Q: Does refreshing help if Square is down? A: No. Check the Square status page or your Dashboard for service alerts. Refreshing will not restore service during an outage.

Q: Can a browser extension block Square scripts? A: Yes. Ad blockers, privacy tools, and script managers often block third-party payment scripts. Incognito mode disables most extensions, making it a quick test.

Q: What is the difference between clearing browser cache and clearing CDN cache? A: Browser cache affects only your device. CDN cache affects all visitors. Clear both when you deploy code changes.

Q: Why does the Square integration work in incognito but not in my normal window? A: An extension or a corrupted cookie in your normal profile is interfering. Disable extensions one by one or clear cookies for the site.

Q: How long should I wait after clearing caches before testing again? A: Wait a minute or two for CDN propagation. For SEATEXT AI activation, the documentation suggests waiting at least five minutes to see the website name appear next to the logo, indicating the script is fully linked.

Upgrade Tilda

If you are trying to add SeaText to a Tilda site on the Free plan, stop troubleshooting the paste location. The free tier blocks any custom <script> tags, so the integration will never activate.

What SeaText does on your Tilda site

SeaText adds an AI‑powered agent that rewrites copy, optimises offers and tracks conversions in real time. The JavaScript snippet must load in the <head> of every page before the first paint. Loading early guarantees the agent can read the initial HTML, inject its own styles and start tracking visitor behaviour instantly. If the script is missing or stripped, the AI stays inert and no optimisation occurs.

Why Tilda Free blocks SeaText

Tilda disables custom code on the Free tier to keep the platform lightweight and to encourage upgrades. Both the global HEAD field and the T123 block are disabled or stripped on Free sites. Because SeaText relies on early script execution, the missing snippet means the AI never initializes.

Top 3 mistaken paste locations on Tilda Free

How SeaText integration works on paid Tilda plans

Upgrading unlocks two supported insertion points. Both are described in SeaText’s official Tilda guide.

Option A – Global HEAD injection (recommended)

1. Open the Tilda dashboard and go to Site Settings.
2. Select More → HTML code for the head section → Edit code.
3. Paste the SeaText JavaScript snippet into the field labelled "Edit code inside HEAD tag".
4. Save and publish the entire site.

This loads the agent on every page automatically and ensures the earliest possible execution.

Option B – Page‑level via T123 block

1. Open the page you want to optimise.
2. Click the "+" icon, choose Other, then select the T123 (Embedded HTML) block.
3. In the block’s Content editor, paste the SeaText snippet.
4. Save, close, and publish the page.

Use this only when you need SeaText on a subset of pages, such as a single landing page.

Step‑by‑step: correct integration after upgrading

1. Create a SeaText account if you don’t have one. Each domain needs its own account.
2. Copy the JavaScript snippet from your SeaText dashboard (the code block labelled SEATEXTCODEINTEGRATION).
3. Paste the snippet into the global HEAD field or a T123 block, depending on your choice.
4. Publish the site or the specific page.
5. Visit the live URL in a regular browser, stay on the page for at least 40 seconds. This activates the AI.
6. Wait five minutes, then check the SeaText dashboard. Your site name should appear next to the SeaText logo, confirming the connection.

Decision criteria for upgrading Tilda

• Need for real‑time AI optimisation. If you want dynamic copy changes, you must run the script in the HEAD.
• Site scale. Larger sites benefit more from a single global injection than from many page‑level blocks.
• Budget. The cheapest paid plan (Personal) already unlocks the HEAD field. Compare the cost against the expected conversion lift from SeaText.
• Technical comfort. Global HEAD injection is a one‑time setup; page‑level blocks require repeated edits for new pages.

Practical scenarios where SeaText shines on Tilda

• E‑commerce stores. Inject the script globally so every product page receives AI‑driven headline and offer tweaks.
• Landing‑page campaigns. Use a T123 block on a single campaign page to test AI copy without affecting the rest of the site.
• Multilingual sites. SeaText can translate content on the fly; the script must be present on each language version, which the global HEAD method guarantees.
• Rapid A/B testing. Because the agent rewrites copy instantly, you can run dozens of variants without creating separate pages.

Common mistakes beyond paste location

• Each SeaText account is linked to a single primary URL. Create a separate account for each domain or subdomain.
• Testing on a development subdomain (e.g., localhost) does not work; SeaText restricts such URLs for security reasons.
• Forgetting to publish after saving the code. Tilda requires an explicit publish step for HEAD changes to go live.
• Not waiting the full activation window. The 40‑second visit and five‑minute propagation are mandatory before the dashboard shows the site as connected.

Verification checklist

1. Open the live page in an incognito window.
2. View page source and confirm the SeaText script appears inside <head>.
3. Stay on the page for at least 40 seconds.
4. Return to the SeaText dashboard; the site name should appear next to the logo within five minutes.
5. If the name does not appear, re‑check that you published the correct site (not a draft) and that the script is not wrapped in comments or conditional tags.

Limitations and when this advice does not apply

• This guide covers only Tilda’s Free vs. paid code‑injection restrictions. It does not apply to other website builders.
• If you are on a paid Tilda plan and the script still disappears, contact Tilda support – some legacy or region‑specific plans may have different limits.
• SeaText’s own restrictions (one account per domain, no localhost) apply regardless of Tilda tier.

Key facts

FAQ

Can I use SeaText on Tilda Free if I add the script via a third‑party CDN or tag manager?

No. Tilda Free strips or blocks any custom <script> regardless of the injection method. The platform simply does not execute user‑supplied JavaScript in the HEAD.

Which paid Tilda plan is the cheapest that unlocks the HEAD field?

Any current paid plan (Personal, Business, or higher) enables the Edit code inside HEAD tag field and the T123 block. Check Tilda’s pricing page for the latest feature matrix.

Do I need a separate SeaText account for a staging subdomain on the same paid Tilda project?

Yes. SeaText treats each distinct domain, including subdomains, as a separate primary URL, so you must create a separate account for each.

What if I pasted the code correctly on a paid plan but the dashboard still shows "waiting for connection" after 10 minutes?

Confirm the script is present in the live page source (not a draft), that you visited the live URL and stayed 40 seconds, and that no ad blocker or browser extension prevented the script from loading. If all checks pass, contact SeaText support with the live URL.

Can I put the SeaText snippet in the <body> via a T123 block at the bottom of the page?

SeaText recommends the HEAD for earliest execution. A body‑placed T123 block will work but may delay the AI’s first‑paint optimisations. Use the global HEAD field whenever possible.

Does SeaText work on Tilda’s e‑commerce (store) pages?

Yes, provided the store pages inherit the global HEAD code or you add a T123 block to each store template page. The integration method is identical.

Is there a way to test SeaText before upgrading Tilda?

You can create a SeaText account and test on a different platform that allows custom code on a free tier (for example, a WordPress.com free site with a code‑injection plugin), but you cannot test the Tilda‑specific integration without a paid Tilda plan.

Upgrade Tilda

SeaText AI errors on WordPress usually aren't AI errors at all. They are installation, activation, or account-link problems. The fastest fix is to run a diagnostic sequence: check the account, confirm the JavaScript code, trigger activation, and then look for conflicts.

SeaText's own integration guide gives you the same order. You need a SeaText account, you copy the JavaScript code, you install it on your pages, and then you activate it by visiting the site. If any one of those steps is incomplete, the AI appears to be broken even though the software is fine.

Start with the symptoms

Before changing anything, write down what you actually see. Different symptoms point to different causes.

• Your website name never appears next to the SeaText logo in the dashboard. This usually means the script isn't installed, the account isn't linked to the right domain, or the site hasn't been activated yet.
• The script is installed but nothing changes on the page. Check for caching, a blocked script, or an activation step that was skipped.
• The AI works on one domain but not another. SeaText links each account to a single primary URL, so you need a separate account for each domain.
• You see a JavaScript error in the browser console. This points to the snippet being blocked, duplicated, or placed in the wrong location.
• Agents don't show as active after you click Activate. The dashboard check may be waiting for the site name to connect first.

How SeaText is supposed to be installed

SeaText is a JavaScript integration, not a classic WordPress plugin you activate in Plugins. You copy a script and paste it into your pages, usually through a code-insertion plugin or directly in your theme. The official guide says to copy the JavaScript code provided by SeaText and apply it across all your pages.

For WPEngine users, SeaText recommends downloading the WP Engine plugin that lets you add custom JavaScript code. Install that, then apply the code sitewide.

This mental model matters because many "SeaText errors" are really misplaced code or a missed activation step.

Run the diagnostic sequence in this order

Do these checks one at a time. Stop when you find the cause, then test again after you fix it.

1. Check the SeaText account and domain. Log in to SeaText and confirm which URL is attached to the account. Each account is linked to a single primary URL. If you're testing on localhost or a dynamic development domain, stop—those are restricted and may never connect.
2. Confirm the JavaScript code is present on your live pages. View the page source or use a browser's developer tools to search for "seatext" or the code snippet. Also check that every page includes it, not just the homepage.
3. Trigger activation. Visit your website several times and refresh. Stay on the page for at least 40 seconds. This signals SeaText that the site is live and links it to your account.
4. Wait for the dashboard to connect. Wait at least five minutes for your website name to appear next to the SeaText logo at the top of the dashboard page. If it doesn't appear after 10 minutes, contact SeaText support immediately.
5. Rule out caching and plugin conflicts. Clear your site cache and browser cache, then temporarily deactivate other plugins while you test. If the problem disappears, reactivate plugins one by one.

Check your SeaText account and domain

SeaText accounts are tied to one primary URL. That's a deliberate design, not a bug. If you need to use SeaText on multiple domains, such as a development domain and a production domain, you must create a separate account for each domain.

Development URLs like localhost are restricted for security reasons. Use a valid, real domain. Dynamic development domains may also fail because SeaText can't reliably associate traffic with your account.

To check this: log into SeaText, look at the account header, and confirm the domain listed matches the site you're testing. If it doesn't, create a new account for the correct domain and reinstall the script.

Confirm the JavaScript code is installed correctly

Copy the exact code SeaText gives you. Don't edit it, minify it, or wrap it in a conditional rule until you know it works.

Install the code on every page. If you're using WPEngine, use their custom JavaScript plugin and apply it across all pages. If you're using a WordPress code-insertion plugin, make sure it's enabled globally.

How to verify:

• Open your site's source code in a browser.
• Search for the SeaText script identifier or the account-specific code.
• Confirm it appears on more than one URL, not just the homepage.
• Make sure it appears only once. Duplicate snippets can cause unexpected behavior.

Activate the AI and wait for the connection

Installing the script isn't enough. SeaText says the AI remains inert until activated. Activation happens when a visitor (or you) visits the site and stays there.

The official instruction: visit or refresh your website several times and stay on your page for at least 40 seconds. This activates the AI and links it to your account.

Then wait. Give SeaText at least five minutes. Your website name should appear next to the SeaText logo at the top of the page in the dashboard. If it appears, your connection is ready. If it doesn't appear after 10 minutes, the guide says to contact support immediately because this could indicate an installation issue on your platform.

Rule out caching, plugin conflicts, and other site issues

If the script is present and activation should have happened, the problem may be interference.

• Page caching: A cached copy of your page may not include the script, or it may include an old version. Clear your site cache and browser cache, then repeat the activation visit.
• Security plugins: Some security or script-blocking plugins can prevent JavaScript from loading. Temporarily deactivate them.
• Theme conflicts: Switch to a default WordPress theme as a test. If the script loads, your theme may be stripping or moving the code.
• Other AI or optimization plugins: Deactivate all other plugins, then reactivate them one by one. Standard WordPress troubleshooting works for SeaText errors too.

Key facts at a glance

Limitations: when this guide doesn't apply

This guide covers the standard SeaText JavaScript integration. It doesn't cover cases where you've significantly modified the script, placed it inside a single-page app that loads routes asynchronously, or used a proxy that rewrites your HTML. In those situations, start by restoring the original code and test on a clean page.

It also doesn't apply to using SeaText on localhost or dynamic development domains. Those setups are restricted, so the normal diagnostic steps won't help. Move to a real domain and create the correct account.

Frequently asked questions

Why doesn't my website name show up in the SeaText dashboard?

Most likely the script isn't installed on all pages, the account is linked to a different domain, or activation hasn't been triggered. Visit the site several times, stay for at least 40 seconds, then wait five minutes. If it still doesn't appear after 10 minutes, contact SeaText support.

Can I test SeaText on a staging or localhost site?

No. Development URLs such as localhost are restricted for security reasons. Dynamic development domains may also fail. Use a real domain and create a separate SeaText account for it.

Do I need a different SeaText account for each website?

Yes. Each SeaText account is linked to a single primary URL. For multiple websites or multiple domains, create one account for each.

A security plugin says it blocked a script. What now?

Temporarily deactivate the security plugin, then test the page. If SeaText works while it's off, add an allowlist for the SeaText script rather than leaving the plugin off permanently.

What should I do after I've tried all these steps and nothing fixed the error?

Return to the SeaText integration guide and re-check each step. If the website name still isn't visible after 10 minutes, the official guide tells you to contact the support team immediately—they can see whether the installation is correct on your platform.

If Seatext AI doesn’t work after a no-code installation, do this first: don’t open the theme code. Check whether the Seatext script tag is actually on the live page, confirm the domain matches your account, activate the agents, and clear your cache. Most no-code failures come from a missing script, a cached page, an account-domain mismatch, or an agent that was never switched on.

Work through the steps below in order. After each step, re-test the page. If the problem goes away, you’re done. If it stays, move to the next step.

Before you start: prerequisites

Before troubleshooting, make sure these four things are true.

• You have a Seatext AI account. The integration guide states: “Before you can install the script, you need a SEATEXT AI account.”
• You copied the JavaScript code from the Seatext dashboard. The same guide says to “Copy the Javascript code from SEATEXT AI which appear in this section below.”
• You are using a real published domain, not localhost. Development URLs are restricted.
• At least one agent is activated. The AI stays inert until you activate it.

Step 1: Confirm the Seatext script is on the live page

Open the page that isn’t working. Right-click and choose “View Page Source.” Search for “seatext” or “SEATEXT.” If you find a script tag, the install is present. If not, the injection method didn’t publish the snippet.

Common mistake: checking only the homepage. If you use a tag manager or an app, the script should appear on every page. Test the exact page that failed.

Verification: if the script is present in the source, move to Step 2. If it’s missing, re-save the script in your site builder, tag manager, or app, then republish and reload.

Step 2: Check your domain match

Check that the domain in your browser matches the domain in your Seatext account. The integration guide says “Each SEATEXT AI account is linked to a single primary URL.” If you’re testing on staging.example.com while your account is set to example.com, the script won’t work.

Also check the www prefix. If your account uses example.com but you’re viewing www.example.com, and the redirect isn’t in place, the domain match may fail. The same applies to http versus https.

Verification: compare the address bar with the account domain. If they match, move to Step 3. If they don’t, either use the exact domain from the account, or create a separate account for the second domain.

Step 3: Activate the agents you need

Installing the script is not the same as turning on the AI. The guide says “the AI remains inert until activated.” If you see no copy changes, no translations, no chat widget, and no personalization, check your dashboard’s agent list.

From the Seatext homepage flow: Step 1 is “Add Seatext to your site in under 1 minute,” Step 2 is “Activate the autonomous agents you need.” If you skipped Step 2, nothing will happen on your site.

Verification: open the Seatext dashboard, switch on the agents you want, and then reload the page. If features appear, the problem was activation.

Step 4: Clear cache and test in a fresh session

Browser cache, CDN cache, or server cache can keep serving an old page without the script. If you added the script but still see the old version, test in an incognito or private window.

Verification: if the page works in incognito but not in your normal window, clear the browser cache and reload. Also clear any site cache or CDN cache if you use one.

Step 5: Look for script conflicts and browser blocks

Some extensions and security settings block third-party scripts. Ad blockers, privacy tools, and content security policies can stop Seatext from loading. If the script is present in the source but the page doesn’t change, open the page in a browser with all extensions disabled, or use a different browser.

Also check for tag manager conflicts. A tag manager can load the script only on certain routes, or it can fail to fire on single-page app navigations. Make sure the trigger is set to all pages.

Step 6: Use browser developer tools to verify

If the page still isn’t working, use browser developer tools.

1. Open Chrome DevTools with F12.
2. Go to the Network tab.
3. Reload the page.
4. Search for “seatext.”

If you see a request to Seatext with a 200 status, the script loaded. If you see a blocked request, read the error. Common messages are net::ERR_BLOCKED_BY_CLIENT, 404, or CORS errors. These tell you whether the block is caused by an extension, a missing file, or a domain policy.

Verification: if the script loads but agents still don’t run, check the Console tab for errors and take a screenshot before contacting support.

What “no-code install” means in this guide

In this guide, “no-code install” means you didn’t edit your theme’s source files directly. You used a method such as a tag manager, an app, a custom code block, or a script injection field. Each method has different failure points:

• Tag manager: the tag may not fire on every page.
• App: the app could be uninstalled or the script tag could be removed.
• Custom code block: a theme update might overwrite it.

If you did edit theme code manually, this diagnostic sequence still helps, but start by checking whether your edit is still in the theme file.

Key facts at a glance

Limitations you should know

This sequence works best for no-code installs on standard web pages. It does not cover every possible issue. Known restrictions from Seatext’s integration guide:

• Development URLs like localhost are restricted for security reasons.
• Dynamic development domains may not function properly because Seatext may not reliably associate traffic with your account.
• Each domain needs its own account. You cannot use one script on two separate primary URLs.

If your site uses a custom firewall, a strict content security policy, or a service worker that strips external scripts, you may need to add the domain to an allowlist. That’s a site-level setting, not something Seatext can change from the dashboard.

Frequently asked questions

Why doesn’t Seatext AI work right after I add the script?

The script can load even when agents are off. Seatext’s integration guide says the AI remains inert until activated. Clear your cache and confirm that the agent you want is switched on.

How do I know if the Seatext script is loading?

Open the page source and search for “seatext,” or use the browser’s Network tab and reload. A 200 response means the script loaded.

Can I test Seatext on localhost?

No. Development URLs such as localhost are restricted. Use a valid, real domain for testing.

Do I need a separate account for a staging domain?

Yes. Each account is linked to a single primary URL. If you need Seatext on a staging domain and a production domain, create one account for each.

What if my site uses a tag manager?

Check that the tag fires on all pages, not only the homepage. Also verify that the tag isn’t blocked by a privacy setting or a route-based trigger.

When should I contact support?

After you’ve confirmed the script is in the page source, the domain matches, agents are active, and the browser console shows no errors. If the problem still exists, contact Seatext support with the console log.

If you need to translate text embedded in an image—whether it's a screenshot, a scanned document, or a graphic—without blurring or pixelating the visual, the goal is to replace the text layer rather than overlay it. Below is a practical, step-by-step process that preserves the original look and feel.

Identify the image type and source quality

Start by determining whether the image is a raster (JPG, PNG) or vector (SVG, AI) file. Raster images lose quality when edited; vectors can be resized without degradation. If you are working with a low-resolution photo, consider finding a higher-resolution original or recreating the graphic.

Raster files consist of pixels. Every time you edit and save a raster file, you re-compress the data. This leads to 'generation loss' or blurry edges. Vector files use mathematical paths. You can scale them infinitely without losing a single pixel of sharpness. If you have the vector source, always use it for translation to ensure pixel-perfect results.

Extract the original text with OCR

Use an optical character recognition tool to pull the text from the image. Free options include Google Drive's document upload feature or dedicated OCR software. Export the extracted text so you can translate it accurately.

OCR is not perfect. Common errors occur due to low contrast, stylized fonts, or noisy background textures. To mitigate these, ensure the image has high contrast before processing. Always manually review the extracted text. A single misread character, like a '0' instead of an letter 'O', can completely ruin a technical translation later.

Translate the extracted text

Translate the extracted content using a human translator or a trusted translation engine. If the image contains technical terms, brand names, or legal phrasing, verify the translation with a native speaker or subject-matter expert to avoid mistranslations.

Context matters immensely in images. A word that fits in a button in English might be twice as long in German. When translating for images, consider spatial constraints. Ask for character limits early to ensure the translated text actually fits without breaking the design layout.

Replace the text using design software

Import the original image into professional design software such as Adobe Photoshop, Affinity Photo, or Figma. Use the clone stamp, content-aware fill, or vector shape tools to erase the source text carefully. Then, add a new text layer with the translated copy, matching the original font, size, color, and spacing as closely as possible.

When replacing text, be mindful of font licensing. Just because you have the image doesn't mean you have the right to use the font in new projects. If the font is proprietary, find a similar-looking alternative that allows commercial use. Using unlicensed fonts can lead to legal issues for your business.

Verify the result at multiple zoom levels

Zoom in and out to check that the new text blends seamlessly. Look for mismatched kerning, color shifts, or anti-aliasing artifacts. If something looks off, adjust the font weight or tracking until the replacement is invisible.

Export in the highest quality format

Save the finished image as a PNG or lossless TIFF to avoid additional compression artifacts. If the image will be used on the web, export at 2× the display size and let CSS or HTML resize it, rather than compressing the file down.

Raster vs. Vector Vector: Why Source Format Dictates Success

The format of your starting file determines the ceiling of quality. Raster images like JPEGs are 'flat.' When you remove text, you have to 'fill' the hole left behind using pixels. This often leaves slight smudges or artifacts. Vector files like SVGs or EPS are built in layers.

Vector files allow you to simply select the text object, delete it, and type the new translation. This is the gold standard for professional work. If you only have a raster version, you likely need to recreate the entire graphic from scratch to maintain sharpness. This takes more time but yields a much better result.

The Role of AI Upscaling Tools in Modern Translation Workflows

Sometimes you are stuck with a low-resolution image. Modern AI upscaling tools can help by predicting missing pixels. These tools use machine learning to sharpen edges and reduce noise. This can make OCR much more accurate by sharpening blurry text edges.

However, AI upscaling is not a substitute for quality. It can sometimes create 'hallucinations' or strange-looking textures. Use it as a preliminary step to make text readable for OCR, rather than as a final fix for low-end design. Always prioritize getting the original high-res source if possible.

Accessibility and SEO Implications of Translated Image Text

Text inside an image is invisible to search engines and screen readers. If you translate the visual text but leave the Alt-text in the original language, lose SEO value. Furthermore, visually impaired users will not be able to read your translated message.

To fix this, always update the Alt-text for every translated image. If the information is critical, consider moving that text out of the image and into HTML. This allows search engines to index the content and makes your site accessible to everyone.

Limitations: When Image Translation is Impossible

Image translation is not always feasible. Highly stylized artistic fonts—like calligraphy or graffiti—are nearly impossible for OCR to read accurately. Low-contrast backgrounds, such as light grey text on a white background, make it impossible to remove text without ugly marks.

Complex layouts where text overlaps with multiple photographic faces or intricate patterns are also problematic. In these cases, the 'content fill' will look unnatural. If these occur, it is better to redesign the image entirely. Attempting to 'patch' a complex image results in a unprofessional, amateur appearance.

Cost-Benefit Analysis: DIY vs. Professional Design Services

DIY translation is great for internal memos or quick social media posts. It saves money but requires significant time and technical skill. For brand-facing marketing materials, advertisements, or high-conversion pages, the risk of poor-quality design is too high.

Professional services handle font matching, typography rules, and technical execution. While the cost is higher, it prevents brand damage and ensures your message is clear. If the image is a primary driver of sales, invest in a professional designer.

Common mistake to avoid

Do not simply add a text overlay on top of the image. Overlays shift, become unreadable on different backgrounds, and fail accessibility checks. Always replace the text within the image structure.

Frequently Asked Questions

Yes, for quick viewing, but it does not provide a high-quality edited file. It often overlays a box that obscures the original design. It is a tool for understanding, not for professional production.

Only if you update the Alt-text and metadata. Search engines cannot 'read' the pixels in your image. For maximum SEO, text should be in the HTML code.

Use PNG for web graphics because it is lossless. Use TIFF for printing. Avoid JPG for the final edit phase as the compression creates artifacts around the text edges.

To train a custom AI model for keyword adaptation, start with labeled keyword-intent pairs, pick a transformer base model, fine-tune it on your domain data, validate on a held-out set of real search results, then deploy with continuous monitoring. This roadmap works for teams that need a proprietary model tuned to their exact niche, and it keeps the process focused on measurable outcomes.

What keyword adaptation actually means

Keyword adaptation is the practice of changing page content—headlines, offers, CTAs, product blocks—to match the intent behind a specific search query. Instead of serving one generic landing page to every visitor, an adapted page mirrors what the user typed. For example, someone searching "studio downtown" sees a different headline and offer than someone searching "apartment for rent" even if both land on the same URL.

A custom model does this automatically by learning patterns from historical search, click, and conversion data. It predicts which copy variations work best for each query intent.

Step 1: Define the task and collect labeled data

Before you train anything, you need a clear prediction target. The most common tasks are:

• Intent classification: label each keyword as informational, navigational, transactional, or commercial.
• Copy suggestion: generate a headline or CTA for a given keyword.
• Content scoring: predict how well a page variation matches a query.

Your data must include keyword-intent pairs. The minimum viable dataset needs thousands of examples, not hundreds. Use your own search console queries, ad campaign keywords, and landing page performance data. Add labels manually or via a lightweight classifier first.

Labeling examples

Create a spreadsheet with columns: keyword, landing page, headline, CTA, and a label like "match" or "mismatch." You can also use a 1–5 relevance score. The more consistent your labels, the better the model learns.

Step 2: Choose a base model and architecture

You don't start from scratch. Use a pre-trained transformer like BERT, RoBERTa, or a larger generative model such as GPT-J or Llama. For classification tasks, a small encoder model (BERT) works well and is cheap to fine-tune. For generation tasks—like writing new headlines—use a decoder model.

Match the model size to your budget. A 110M-parameter BERT base fine-tunes on a single GPU. A 7B parameter model needs far more compute. Start small and scale only if accuracy demands it.

Step 3: Fine-tune on your domain data

Fine-tuning adjusts the pre-trained weights to your specific keyword patterns. Split your labeled data into training (80%), validation (10%), and test (10%). Use the training set to update the model, and the validation set to pick hyperparameters like learning rate and batch size.

For generation tasks, use a standard language modeling loss. For classification, use cross-entropy. Track loss on the validation set every few hundred steps. Stop when validation loss stops improving to avoid overfitting.

Data augmentation

If your domain has little data, augment with paraphrasing, synonym replacement, or back-translation. This helps the model generalize to unseen keyword variations.

Step 4: Validate on held-out SERP sets

Your test set should reflect real-world search results. Collect live SERP pages for a sample of keywords from your target domain. For each keyword, check whether the model's suggested copy would be relevant to the top-ranking pages. A human reviewer scores each suggestion as good, okay, or poor.

Measure accuracy, precision, recall, or a simple pass rate. For generation, use BLEU or ROUGE as a proxy but always have a human check.

Step 5: Deploy and monitor

Deploy the model as an API endpoint or batch pipeline. Integrate it with your CMS or ad platform. Start with a small percentage of traffic to compare against existing pages. Track click-through rate, conversion rate, and revenue per visitor.

Monitor for drift. Search intent changes over time, so schedule retraining quarterly or after major market shifts. Log all predictions and outcomes to spot when the model starts suggesting irrelevant copy.

Hypothetical scenario

Imagine you run a real estate site in Chicago. You have 50,000 past search queries and conversion data. You fine-tune a BERT model to classify each query as "tour request" or "pricing question." The model learns that "studio downtown" maps to a tour-page CTA, while "rent prices downtown" maps to a pricing-block offer. After deployment, you see a 12% higher conversion on adapted pages. This is the kind of result a custom model can deliver when the data is clean and the task is narrow.

Key facts about keyword adaptation

What a custom model adds beyond pre-built agents

Training your own model gives you full control over data, thresholds, and output style. You can tailor it to niche industry jargon, proprietary product names, and specific brand voice. But it requires ML expertise, ongoing data curation, and compute budget.

Pre-built agents like SeaText handle the same task without the training process. They use domain-agnostic models that already know common intent patterns. Load them, and they start rewriting pages.

Limitations and when to skip custom training

A custom model is overkill if you have fewer than a few thousand labeled examples, no in-house ML team, or a limited budget. It also fails if your data is noisy or your keyword universe changes too fast to keep labels updated.

If your goal is immediate revenue lift from paid traffic, a ready-made keyword adaptation agent often delivers faster. Use custom training only when you need deep differentiation or data control that a SaaS tool cannot offer.

Frequently asked questions

How much data do I need to fine-tune a keyword model?

Aim for at least 5,000 labeled examples for simple classification. Generation tasks need more, often 50,000 or more. Less data means you risk overfitting.

What does training cost?

For a small BERT model, training on a single GPU costs around $50–$300 in cloud compute. Larger generative models range from $500 to $5,000 per fine-tune run. Ongoing inference costs add up per request.

How long does fine-tuning take?

With a small dataset and a single GPU, a few hours. With larger models and data, expect days. Plan for regular retraining cycles.

Can I use a pre-trained model without fine-tuning?

Yes, but performance will be generic. Fine-tuning is how you adapt the model to your brand's keywords, tone, and product semantics.

How do I measure success?

Track conversion rate on adapted versus non-adapted pages. Use A/B testing with same traffic segments. A lift of 5% or more usually justifies the investment.

What if my traffic is mostly organic, not paid?

The same model works for organic landing pages. Adapt headlines and CTAs based on the organic search term, not just the campaign keyword.

Is a custom model worth it for you?

If you have the data, skills, and budget, a custom model gives you a durable competitive edge. If not, use a pre-built agent and reinvest the saved time in other SEO work. Either way, the core principle stays the same: match your page to the searcher's intent.

What Is the SeaText AI Data Attribute?

The SeaText AI data attribute is a small HTML snippet you add to your website. It tells the SeaText AI where to find and optimize your content. Without it, the AI cannot read or rewrite product descriptions, headlines, or other text. Testing ensures the attribute is present and working.

Why is this attribute required? SeaText AI agents need a clear signal to know which elements to target. The attribute acts like a marker. It says, "This content is ready for optimization." The AI stays inert until it finds the marker. This keeps your site safe and the AI efficient.

Direct Answer: How to Test the Attribute

Use browser developer tools to inspect elements for the SeaText data attribute. Then confirm detection in the SeaText dashboard. This is the standard two-step process. First, check the HTML. Second, verify the dashboard shows the element.

Prerequisites

Before you test, you need a SeaText AI account and the installation code snippet. If you don't have an account, create one at SeaText. Then copy the JavaScript code from the SEATEXT AI section in your dashboard. Paste it into the theme.liquid file (Shopify) or the equivalent header template for your platform. The installation is secure. The AI remains inert until you activate it.

You also need access to your website's code. For Shopify, this means editing theme files. For custom platforms, you need to edit your site's header or template files. The exact file depends on your setup.

Step 1: Inspect the Element with Browser Developer Tools

Open your website in a browser. Right-click on the element that should have the data attribute (for example, a product description) and select Inspect. This opens the Developer Tools panel.

In the Elements tab, look for the HTML tag that wraps your content. The SeaText attribute is the data attribute shown in your integration snippet. It is not a generic name like data-seatext. Instead, it is the exact attribute name provided in your SeaText account. To find it, go to your SeaText dashboard. Navigate to the integration section. Copy the snippet. The attribute name appears in the HTML code. Common names include data-seatext-ai or similar. Use that exact name when inspecting.

If you see the attribute on the element, the code is installed correctly. If not, double-check the snippet placement. Ensure the attribute is on the correct element. For Shopify, the attribute should be on the product description output. The integration guide shows you how to wrap the description with the data attribute. After saving your changes, refresh the page and inspect again.

Step 2: Verify Script Loading

Before checking the dashboard, confirm the SeaText script is loading. Open the Developer Tools and go to the Network tab. Refresh the page. Look for a request to the SeaText domain (e.g., seatext.com or similar). If you see a JavaScript file loading, the script is active. If not, the snippet may be missing or blocked.

Also check the Console tab for errors. A clean console means no JavaScript errors. If you see errors like "404" or "Failed to load resource," the script URL might be wrong. Double-check the snippet from your dashboard.

Step 3: Check the SeaText Dashboard

Log in to your SeaText account. Navigate to the dashboard for your website. Look for a section that shows detected elements or test events. If the attribute is working, the dashboard will list the page and the element where the attribute was found. You may also see a status indicator like "Active" or "Detected."

If the dashboard shows no data, the attribute might be missing or the script isn't loading. Go back to step 1 and verify the HTML. Also check that the script is loading (step 2). The dashboard updates within a few minutes after the page loads with the attribute. If it doesn't appear, reload the page or check the browser console for errors.

Shopify vs Custom Platforms

For Shopify, the process is straightforward. You edit the theme.liquid file and the product template (product.liquid or similar). The attribute is added to the product description output. The dashboard shows the product page with the detected attribute.

For custom platforms (like WordPress, Squarespace, or headless CMS), the exact file location differs. In WordPress, you can add the snippet to the header.php file or use a plugin. In headless setups, you add the snippet to the main HTML template. The attribute must be on the element you want to optimize. For example, on a product page, the attribute goes on the

Yes — isolate revenue-critical flows such as checkout, signup, and pricing using micro-frontends or proxy rules, localize them end-to-end, and measure lift before expanding. This pilot approach reduces risk and proves ROI fast.

What partial localization means in practice

Partial localization targets a single user journey — typically the checkout funnel — rather than translating every page. You keep the marketing site in English while serving localized cart, payment, and confirmation pages to visitors from specific countries. The goal is to remove friction at the moment of purchase without committing to a full-site rollout.

A hypothetical scenario: a U.S. SaaS company sees 18% of traffic from Germany but near-zero conversions. They localize only the pricing page, checkout form, and receipt email into German. The rest of the site stays English. After four weeks, German conversion rate doubles. That result justifies expanding to the help center and onboarding flow next quarter.

Prerequisites before you start

• Internationalization (i18n) ready: Your codebase must separate text from logic. Hard-coded strings, concatenated sentences, and fixed date/currency formats will break.
• Edge or CDN routing: You need a way to serve different HTML for the same URL based on visitor locale — Cloudflare Workers, Vercel Edge Functions, or a reverse proxy like NGINX with geo rules.
• Translation management: A system that lets translators edit only the pilot strings without touching the rest of the site. SeaText's Translation Agent handles this by extracting translatable segments from the live DOM and pushing updates at the edge.
• Analytics segmentation: You must compare localized vs. non-localized sessions for the same flow. Set up a custom dimension for "localization variant" before launch.
• Legal and compliance: Even a pilot checkout must show correct VAT, consumer-rights links, and payment-method disclosures for the target country.

Step-by-step pilot implementation

1. Pick one flow and one locale. Start with the highest-revenue country where you have traffic but low conversion. Checkout is the default; signup or pricing page are alternatives.
2. Map every string in that flow. Include button labels, error messages, tooltip text, email templates, and PDF receipts. Missed strings create a jarring mix of languages.
3. Choose the isolation method. Micro-frontend (React/Vue module loaded only for the pilot locale), edge rewrite (proxy swaps HTML fragments), or feature flag (server-side template switch). Micro-frontends give the cleanest separation but need build changes. Edge rewrites are fastest to deploy.
4. Localize end-to-end. Translate UI strings, adapt date/currency/number formats, swap payment methods (e.g., add SEPA for Germany), and validate form fields for local postal codes and phone patterns.
5. QA with native speakers. Run a full purchase test on mobile and desktop. Check that error states, loading spinners, and success pages all render in the target language.
6. Launch behind a traffic split. Route 10–20% of target-locale visitors to the localized version. Monitor for JavaScript errors, layout breaks, and payment-gateway failures.
7. Measure for two full business cycles. Compare conversion rate, average order value, and support-ticket volume between variants. Statistical significance matters — don't stop at 50 conversions.

Technical approaches for isolating flows

SeaText's Translation Agent works with any of these. It injects translated segments at the edge with 0ms added latency, so you can pilot edge rewrites today and migrate to micro-frontends later without re-translating.

Measurement framework for the pilot

Track these metrics daily during the pilot:

• Localized conversion rate vs. control (same flow, English).
• Revenue per visitor — captures AOV changes from local currency display.
• Checkout abandonment step — identify which localized screen still loses users.
• Support tickets per 1k orders — language gaps show up here first.
• Page-load delta — ensure the localization layer adds <50 ms.

Set a go/no-go threshold before launch. Example: "If localized German checkout beats English by ≥15% relative lift with p<0.05 after 1,000 orders, expand to help center." Write it down; prevents wishful thinking.

Common mistakes and how to avoid them

• Translating UI but not system emails. A German buyer gets a localized checkout then an English receipt. Fix: include transactional emails in the pilot scope.
• Forgetting payment-method localization. Showing only credit card in Germany kills conversion. Fix: integrate at least one local method (SEPA, Sofort, Giropay) before launch.
• Hard-coding currency symbols. "$49" shown to a German user looks broken. Fix: use ICU number formatting with locale-aware currency codes.
• No rollback plan. A bad deploy breaks checkout for 20% of German traffic. Fix: keep the English template one feature-flag flip away.
• Measuring only conversion rate. A lift from 1.2% to 1.4% looks good but may be noise. Fix: require minimum sample size and check revenue per visitor.

When to expand beyond the pilot

Expand when three conditions hold:

1. The pilot flow shows statistically significant lift in revenue per visitor.
2. Support tickets for the localized flow are at or below the English baseline.
3. Engineering confirms the isolation layer is stable (zero P0 bugs for two sprints).

Next expansion targets: help-center articles linked from checkout, onboarding emails, and the account dashboard. Each expansion follows the same checklist — map strings, choose isolation, QA, split test, measure.

Key facts

Limitations and when this doesn't apply

• Single-page apps with client-side routing only. Edge rewrites can't see virtual DOM changes; you need a micro-frontend or server-side rendering fallback.
• Regulated flows requiring full-site compliance. Financial services, healthcare, or government portals often mandate complete localization by law.
• Brands where trust depends on consistent experience. Luxury or enterprise buyers may perceive a half-localized site as low quality.
• Teams without i18n infrastructure. If strings are scattered across repos with no extraction pipeline, the pilot will stall at the mapping step.

FAQ

How long does a checkout-only pilot take to launch?

Two to three weeks if i18n is ready and you use edge rewrites. Four to six weeks if you need to extract strings and build a micro-frontend.

What's the minimum traffic to get a valid result?

At least 500 localized sessions and 500 control sessions per variant. For a 2% baseline conversion rate, that's ~10 conversions per variant — barely enough. Aim for 1,000 sessions each.

Can I use machine translation for the pilot?

Yes, with human review for checkout strings. SeaText's Translation Agent provides MT first pass, then your team or their linguists approve before publish. Do not ship raw MT for payment labels or legal text.

Does partial localization hurt SEO?

Not if you use hreflang on the localized URLs and keep the English canonical for non-localized pages. The pilot pages get indexed for the target locale; the rest of the site ranks as before.

What if the pilot fails?

Roll back the feature flag. You've lost two weeks and a small translation budget. The data still tells you whether the market is worth a full investment.

How do I handle A/B tests running on the same flow?

Run the localization pilot as a separate experiment layer. Randomize visitors into four buckets: English control, English variant, Localized control, Localized variant. Analyze interaction effects.

Why a Structured Test Matters

Seatext is a JavaScript integration for Shopify. The AI stays inert until you activate an agent. This protects your website content (S1). It also means a broken integration can fail silently.

The integration depends on two code changes. First, the JavaScript snippet must be in theme.liquid. Second, the product description must be wrapped with the required data- attribute. The Seatext script uses that attribute to find content it can process (S1).

If the attribute is missing, the script may load but have nothing to act on. Product descriptions will not be optimized. Translation, CRO, SEO, and other agents will not work as expected. A structured test catches this before you activate any agent.

Testing also confirms your domain is linked correctly. Each Seatext account is linked to a single primary URL. If the domain does not match, the script may not associate traffic with your account (S1).

Prerequisites Before You Start Testing

• An active SEATEXT AI account.
• Shopify admin access with permission to edit theme code.
• A valid, real primary domain. Development URLs such as localhost are restricted for security reasons. Dynamic development domains may not function properly because Seatext may not be able to reliably associate traffic with your account (S1).
• A separate Seatext account for each domain. You cannot reuse one account across staging and production (S1).
• The exact JavaScript snippet from your Seatext account.

You do not need to change product copy during testing. You only need the wrapper around the product description output.

Step-by-Step Testing Process

1. Copy the JavaScript code. Log into your SEATEXT AI account and copy the snippet shown in the integration section (S1).
2. Open the theme editor. In Shopify admin, go to Online Store, then Themes. Click Actions, then Edit Code (S1).
3. Edit theme.liquid. In the Layout folder, open theme.liquid. Paste the snippet in the file. Click Save to keep the change (S1).
4. Open the product template. Find the file that renders product descriptions. It is usually product.liquid or product-template.liquid (S1).
5. Wrap the product description. Locate the product description output code. Wrap it with the required data- attribute shown in the integration guide (S1).
6. Save the template. Confirm the file saved without Liquid errors.
7. Preview a product page. Open a product on your live storefront. Confirm the description displays correctly (S1).
8. Inspect the HTML source. Use browser developer tools to confirm the data- attribute is present on the product description element (S1).

Do not skip the preview step. The preview catches layout problems that the source check cannot.

What a Successful Test Looks Like

A successful test has four signals.

• Page renders cleanly. The product description appears where expected. There is no broken layout or missing content.
• The wrapper exists in the DOM. The data- attribute from Step 5 appears in the HTML source (S1).
• The script loads. In the Network tab, reload the page and look for the Seatext JavaScript file. A 200 status means the file was delivered. A 403 or connection error usually means the domain is not authorized in your account.
• The console has no Seatext errors. JavaScript errors can stop the script before it attaches to product descriptions.

Remember that the AI stays inert until activated. Seeing no content changes during testing is normal. The test is about wiring, not copy output (S1).

Common Issues and How to Resolve Them

Script not loading

• Check that the snippet is actually in theme.liquid and saved (S1).
• Confirm the domain in your Seatext account matches your store domain exactly. A mismatch blocks the association (S1).
• Test on a real domain, not localhost or a dynamic development URL (S1).

Data- attribute not appearing

• Confirm you edited the correct template. Some themes render product descriptions from a section or snippet.
• Wrap the description output itself, not the surrounding container.
• Make a minor edit to the theme and save again. This clears a cached version of the template.

Staging and production domains

Use a separate Seatext account for each domain. Each account is linked to one primary URL. If you test on staging with one account and then try to use the same account on production, the script will not associate correctly (S1).

Theme updates

Updating a theme can replace theme.liquid and product templates. Reinstall the snippet, rewrap the description, and run the full test again.

Limitations and Edge Cases

This testing procedure assumes a standard Shopify theme with server-rendered product templates. It applies to the integration method described in the Seatext Shopify guide: adding the snippet to theme.liquid and wrapping the product description output (S1).

• Localhost and local tunnels. Seatext restricts localhost. Local tunnels often create dynamic domains that Seatext may not be able to associate with your account. Use a real domain (S1).
• Separate domains require separate accounts. If you have a development domain and a production domain, create an account for each (S1).
• JavaScript-rendered themes. If your theme builds product descriptions in the browser, the data- attribute must be present in the final DOM by the time Seatext initializes. Inspect the rendered element, not just the Liquid file.
• Headless or subdomain setups. Each primary URL needs its own account. A subdomain counts as a separate domain when it is the primary URL for a storefront (S1).

If your setup falls outside these cases, check with the vendor for the current integration requirements.

Best Practices for Ongoing Verification

• Test after every theme change. Theme updates and new themes overwrite code edits.
• Keep separate accounts per domain. This prevents domain association failures in staging or production (S1).
• Document the wrapper location. Record the file and line number where you added the data- attribute. This makes reinstallation faster.
• Use a clean browser profile. Browser extensions can block third-party scripts and create false failures.
• Run the full checklist before activating agents. The script stays inert until activation. Confirm wiring first, then activate agents like CRO Optimizer, Translation, or Ecommerce Product Copy (S1, S2).
• Recheck after activating an agent. Once an agent is active, confirm it changes the expected content without breaking the page.

Key Facts

Frequently Asked Questions

Can I test on a Shopify development URL?

Use a real domain. Seatext restricts localhost, and dynamic development domains may not work because Seatext may not be able to reliably associate traffic with your account (S1). A preview URL that changes often is risky.

What happens if I forget the data- attribute?

The script loads but cannot identify the product description content. AI agents will not know what to optimize. Product descriptions stay unchanged.

How do I know the AI agents are actually working?

Complete the integration test first. Then activate an agent in your Seatext account. The AI remains inert until activated, so changes appear only after activation (S1). Revisit the page and check the agent output.

Do I need a separate Seatext account for a staging store?

Yes. Each primary URL needs its own account. A staging domain and a production domain are separate domains (S1).

How do I keep the integration after a theme update?

Reapply both code changes. Re-paste the snippet in theme.liquid and re-wrap the product description output. Then rerun the full test.

What should I check if product descriptions disappear?

Inspect the Liquid change you made. An unclosed tag, missing quote, or nested wrapper can break the template output. Revert the wrapper, save, and add it again carefully.

The recommended way to install SEATEXT AI on WordPress is to use the Headers and Footers by WPBeginner plugin. This plugin lets you add code snippets to your site without editing your theme files directly. You paste the SEATEXT JavaScript code into the "Scripts In Header" section, save, and then visit your site to activate the AI. The process is secure, and the AI remains inert until activated, so your content stays unchanged until you're ready.

Why This Installation Method Is Recommended

Using a header and footer plugin is safer than editing your theme's functions.php or header.php directly. It avoids breaking your site if you switch themes, and it keeps theme updates clean. The plugin is widely used and trusted, and SEATEXT specifically recommends it in its integration guide.

This method also suits non-technical users. You only need to copy and paste a code snippet. No FTP access or code editing is required. That makes it faster and less risky for most WordPress site owners.

Another reason is that SEATEXT's integration steps are built around this plugin. The official instructions mention the exact plugin name and the exact field to use. Following that path reduces guesswork and errors.

What You Need Before You Start

• A SEATEXT AI account (create one if you don't have it)
• The JavaScript code from your SEATEXT dashboard
• Access to your WordPress admin dashboard
• The "Headers and Footers by WPBeginner" plugin (free)

Make sure you use a real domain. SEATEXT restricts development URLs like localhost and dynamic development domains for security reasons. If you're testing, use a valid domain that isn't temporary.

Also, each domain needs its own SEATEXT account. If you plan to use the AI on a development domain and a production domain, you must create separate accounts for each.

Step-by-Step Installation Using the Insert Headers and Footers Plugin

1. Log in to your WordPress admin dashboard.
2. Go to Plugins → Add New.
3. Search for "Insert Headers and Footers" and install the plugin by WPBeginner.
4. Activate the plugin.
5. In the WordPress admin menu, go to Settings → Insert Headers and Footers.
6. Copy the JavaScript code from your SEATEXT account (found in the integration section).
7. Paste the code into the "Scripts In Header" field.
8. Click Save.
9. Visit your website several times and stay on the page for at least 40 seconds. This activates the AI and links it to your account.

The entire process takes less than a minute, excluding the activation visit. SEATEXT's homepage says you can add SEATEXT to your site in under 1 minute.

After you save, go to your website's front end. Refresh a few times and spend at least 40 seconds on the page. That step is required for the script to associate traffic with your account. Without that visit, the AI stays inert and your site won't appear in your dashboard.

How the Plugin Works and Why Activation Requires a Visit

The Insert Headers and Footers plugin adds your code snippet to every page on your site. Instead of editing header.php or adding a custom block, the plugin injects the code via a WordPress hook. That makes the code site-wide without touching theme files.

The SEATEXT JavaScript code loads in the site's section. It then connects to SEATEXT's servers. But it doesn't start any AI actions until the script is triggered by a visitor session.

When you visit your site and stay for at least 40 seconds, you create a real user session. That session confirms to SEATEXT that the script is live and that the domain is valid. The AI then becomes active for that domain. That's why the visit is necessary.

SEATEXT also uses that visit to link the website to your account. Your website name appears in the top-left of your SEATEXT dashboard after a few minutes. This is the confirmation that the installation worked.

The security design means the AI doesn't change anything until you activate it from the dashboard. The script remains inert during installation. This protects your content from accidental changes.

Alternative Installation Methods and Platform Variations

SEATEXT provides installation instructions for many platforms, including WordPress, Shopify, Wix, Tilda, Webflow, WooCommerce, Magento, Odoo, Squarespace, GoDaddy, HubSpot, BigCommerce, Weebly, Elementor, Carrd, Square, Thinkific, and a general/custom option. For WordPress, the recommended method is the plugin approach described above.

If you use a page builder like Elementor, the same plugin method works. SEATEXT has specific instructions for Elementor users, but they follow the same basic steps.

There is a notable exception: if you are using WP Engine, the standard plugin method may not work. SEATEXT provides special instructions for WP Engine users. Follow those instead. You can find them on the platform selection page under the WP Engine link.

For non-WordPress platforms, the installation process differs. You might paste the code directly into a header section or use a platform-specific integration. But for WordPress, the Headers and Footers plugin is the official recommendation.

Verifying the Installation and Troubleshooting

After you save the code and complete the activation visit, wait at least five minutes. Then check your SEATEXT dashboard. Your website name should appear next to the SEATEXT logo at the top of the page. If it doesn't show up after 10 minutes, contact SEATEXT support immediately.

Common issues and fixes:

• Your website name doesn't appear – Wait the full 10 minutes. If it still doesn't appear, verify you pasted the correct code from the right account. Then re-save and visit again.
• You're using localhost or a dynamic dev domain – SEATEXT restricts these. Switch to a real, static domain.
• You used the same account for multiple domains – This won't work. Each domain needs its own SEATEXT account.
• You have a caching plugin – Clear your site's cache after pasting the code and before the activation visit. Some caching plugins may block the script from loading.
• WP Engine hosting – Use the specific WP Engine instructions. The standard plugin method may conflict with their caching or security layers.

If you followed all steps and still see no confirmation, contact SEATEXT support. They respond quickly.

Key Facts About SEATEXT Installation

Frequently Asked Questions

Do I need coding skills to install SEATEXT?

No. The plugin method requires no coding. You just copy and paste the code.

How long does it take to activate?

After pasting the code, you need to visit your site for at least 40 seconds. The dashboard usually shows your site within 5-10 minutes.

Can I use SEATEXT on multiple websites?

Yes, but you need a separate SEATEXT account for each website.

What if I use a page builder like Elementor?

The same plugin method works. SEATEXT has specific instructions for Elementor users as well.

Is the installation safe for my site?

Yes. The AI remains inactive until you activate it, so your content is not changed until you're ready.

What should I do if my website name doesn't appear?

Wait at least 10 minutes. If it still doesn't appear, contact SEATEXT support immediately.

Next Steps After Installation

Once your website is connected, you can activate SEATEXT's AI agents. These agents can optimize your landing pages, translate your site, detect bot clicks, and more. Start with the CRO Optimizer to improve conversions, or explore other agents based on your goals.

SEATEXT's platform shows a three-step process: add SEATEXT to your site, activate the autonomous agents you need, and watch your conversion rate and traffic grow. After installation, you're ready for step two.

For WP Engine users, remember to follow the specific instructions to avoid conflicts. For everyone else, the plugin method is straightforward and safe.

Bot shielding matters because automated scripts and click farms can consume a significant portion of your paid media budget without ever becoming customers. When bots click your Google or Meta ads, you pay for those clicks, your conversion rates drop artificially, and your retargeting pools fill with non‑human signals. The result is wasted spend, misleading analytics, and optimization decisions based on corrupted data.

SeaText’s Bot Refund Agent and Server‑Side Bot Shield detect suspicious paid traffic, separate real buyers from bots, and generate refund‑ready evidence that Google and Meta can accept. Clients recover up to 20% of ad spend lost to bot clicks while preventing bots from poisoning retargeting pixels.

How Bot Traffic Drains Ad Budgets

Bots mimic human behavior — clicking ads, scrolling pages, even filling forms — but they never buy. Industry estimates suggest 30‑40% of all ad traffic is non‑human. Every bot click costs you money, inflates click‑through rates, and skews conversion metrics. Over a month, that can mean thousands of dollars spent on traffic that will never convert.

Beyond direct cost, bot clicks pollute the audiences you build for retargeting. When a bot lands on your site, your pixel tags it as a visitor. Later campaigns then serve ads to that “visitor,” wasting impressions on an entity that will never purchase. This audience poisoning compounds over time, making look‑alike models less accurate and driving up cost per acquisition.

What Happens When You Ignore Bot Shielding

• Wasted budget: Up to 20% of Google and Meta spend can go to invalid clicks, per SeaText’s client data.
• Corrupted reporting: Inflated CTR and conversion rates lead to wrong optimization choices.
• Poisoned retargeting: Bots enter your pixel pools, degrading future campaign performance.
• Misallocated spend: Budget shifts toward keywords, placements, or geos that only look effective because of bot activity.

These effects compound. A campaign that appears to perform well may actually be feeding on bot traffic, causing you to double down on the wrong channels.

How Bot Shielding Works

Effective bot shielding operates at the server level, evaluating each paid click before it reaches your analytics or pixels. The process typically involves:

1. Traffic fingerprinting: Analyzing IP reputation, device characteristics, session depth, and behavioral patterns (mouse movement, scroll velocity, time on page).
2. Intent verification: Matching the click’s campaign, keyword, and referrer against expected human behavior for that context.
3. Real‑time decision: Allowing legitimate visitors through while logging or blocking suspicious sessions.
4. Evidence collection: Recording session replays, headers, timing data, and behavioral anomalies in a format ad platforms accept for refund claims.
5. Pixel protection: Preventing flagged sessions from firing retargeting pixels, keeping audiences clean.

SeaText’s Server‑Side Bot Shield and Bot Refund Agent automate this workflow. The agent reads each ad keyword and visitor intent, detects suspicious paid traffic, separates real buyers from bots, and creates refund‑ready reports for Google, Meta, TikTok, Reddit, and other platforms.

Types of Bot Protection: Trade‑offs

Takeaway: If your primary goal is recovering wasted ad spend and keeping retargeting clean with minimal engineering lift, an integrated agent that produces platform‑accepted evidence is the most direct path. Dedicated fraud platforms suit teams that need deep forensic analysis across all traffic sources.

SeaText’s Bot Shielding Capabilities

SeaText packages bot shielding as two coordinated agents:

• Server‑Side Bot Shield (pricing tier feature): Runs at the edge to score and filter invalid clicks before they hit your analytics or pixels.
• Bot Refund Agent: Scans paid traffic for bots, documents suspicious sessions, and prepares refund evidence that Google and Meta can accept. It also filters bots before pixels poison retargeting audiences.

Both agents deploy via a single snippet. Enterprise controls let you manage them across campaigns, sites, and regions. The refund agent specifically targets Google and Meta click fraud, with documented recovery of up to 20% of ad budget lost to bot clicks.

Key Facts

Limitations and When This Advice Doesn’t Apply

• Organic traffic: Bot shielding here focuses on paid clicks. Organic bot traffic (scrapers, credential stuffing) requires a broader WAF or bot management solution.
• Non‑Google/Meta channels: Refund workflows are documented for Google, Meta, TikTok, Reddit. Other ad platforms may not accept the same evidence format.
• Sophisticated human fraud: Click farms using real devices and residential IPs can evade behavioral detection. No system catches 100%.
• Low‑spend accounts: If monthly ad spend is under a few thousand dollars, the absolute recovery may not justify a dedicated agent; basic platform invalid‑click filters may suffice.
• Compliance requirements: Some regulated industries need audit‑grade logs beyond what refund‑focused agents provide.

Terminology Quick Reference

• Invalid Traffic (IVT): Clicks or impressions generated by bots, scripts, or deceptive practices — not genuine user interest.
• SIVT (Sophisticated Invalid Traffic): Advanced bots that mimic human behavior, rotate IPs, and evade basic filters.
• Retargeting Poisoning: When non‑human visitors are added to pixel audiences, degrading future campaign performance.
• Refund‑Ready Evidence: Session logs, behavioral data, and timing records formatted to meet Google’s and Meta’s invalid‑click refund policies.
• Server‑Side / Edge Shielding: Detection that happens before the request reaches your origin server or browser, preventing pixel fires and analytics contamination.

Frequently Asked Questions

How much ad spend can I realistically recover?

SeaText clients see up to 20% of Google and Meta budgets recovered from bot clicks. Actual recovery depends on your industry, targeting, and current bot pressure. High‑competition verticals (finance, legal, ecommerce) tend to attract more fraud.

Does bot shielding slow down my site?

Server‑side shielding runs at the edge with negligible latency. The snippet loads asynchronously and does not block page rendering.

Will this block legitimate users?

False positives are possible but rare. The agent uses behavioral signals (mouse movement, scroll depth, session duration) alongside IP reputation. Enterprise controls let you review and whitelist if needed.

Can I use this alongside my existing CDN or WAF?

Yes. The agent operates independently and complements Cloudflare, Akamai, or similar layers. It focuses specifically on paid‑traffic validation and refund evidence.

What evidence do Google and Meta actually accept for refunds?

Both platforms require timestamped click IDs, IP data, user‑agent strings, and behavioral anomalies showing non‑human patterns. SeaText’s Bot Refund Agent packages these into the formats each platform’s refund team expects.

Is there a minimum spend requirement to make this worthwhile?

No hard minimum, but the economics favor accounts spending at least $5k–$10k/month on paid search/social where 10–20% recovery represents meaningful dollars.

How quickly does the agent start detecting bots?

Detection begins immediately after the snippet is active and the agent is enabled. Refund claims typically accumulate over 30‑day windows to match platform review cycles.

SeaText integrates with Weebly by pasting a JavaScript snippet into the Footer Code area of your site settings. If your plan allows you to edit that section, SeaText can load and run on your site.

Most paid Weebly plans include Footer Code access. The free plan may restrict custom code insertion, which would prevent SeaText from activating. Below you will find everything you need to verify access, compare plans, and decide which option fits your goals.

Why Footer Code Access Matters for SeaText

SeaText places a JavaScript snippet in your Weebly site's Footer Code section. This script is what connects your website to SeaText's AI agents. Without it, no optimization, translation, or copy testing can run.

The integration process is straightforward. You go to Settings > SEO in the Weebly editor, find the Footer Code field, and paste the code from your SeaText account. Then you save and publish. SeaText's AI agents activate once the script loads, delivering real-time copy optimization for your Weebly site.

If this field is missing or locked, the script cannot be inserted. That is why Footer Code access is the single most important requirement. Everything else—pricing, extra features, e-commerce tools—depends on having this baseline capability first.

How to Verify Footer Code Access on Your Weebly Plan

Follow these steps to check whether your current plan supports SeaText. Imagine you are looking at the Weebly editor screen where the SEO settings panel opens on the right side of the page.

1. Log in to your Weebly account. You see the dashboard with your site listed. Click the site you want to check.
2. Click Edit Site. The Weebly drag-and-drop editor loads. The left sidebar shows page elements and the top menu shows site controls.
3. Open Settings. In the left sidebar, scroll down and click the gear icon labeled Settings. A settings panel appears on the right.
4. Select SEO. Inside the settings panel, click the SEO tab. This section controls meta tags, custom headers, and footer code.
5. Look for the Footer Code field. You should see a text box labeled Footer Code or HTML footer. If the box is present and editable, your plan supports custom JavaScript.
6. If the field is grayed out or absent, your plan restricts custom code. You will need to upgrade or contact Weebly support to confirm alternatives.

Screenshot description: The Weebly editor shows the Settings panel open on the right side. The SEO tab is selected. A large empty text area labeled Footer Code sits below the meta description fields. This is where the SeaText JavaScript snippet is pasted.

Plan-by-Plan Feature Comparison

The table below compares the four main Weebly plans as they relate to SeaText integration. Footer Code access is the key column. Use it to decide quickly.

Check with the vendor for the latest pricing and feature details, as Weebly may update plan offerings over time.

Decision Framework: Choose the Right Plan

Use this conditional framework to pick the plan that fits your situation.

1. You only need SeaText and basic site features. Choose the Starter plan. It includes Footer Code access at the lowest price point. SeaText's AI agents activate once the script loads, delivering real-time copy optimization for your Weebly site.
2. You run an online store. Choose the Business plan. It includes full e-commerce tools plus Footer Code access. SeaText can optimize product pages and category descriptions alongside your store features.
3. You need advanced site features but not e-commerce. Choose the Pro plan. It covers Footer Code access and additional customization options.
4. You are on the free plan. Verify Footer Code access first. If the field is missing, upgrade to Starter. If it is present, you can use SeaText without paying for a plan upgrade.
5. You already have a plan but are unsure. Run the verification steps above. If Footer Code is available, no change is needed. If not, upgrade to the next tier that includes it.

Common Limitations and Edge Cases

• Development URLs. SeaText restricts localhost and dynamic development domains for security reasons. You must use a valid, published domain for the script to function. Source S1 confirms this restriction applies regardless of your Weebly plan.
• Multiple domains. Each SeaText account links to a single primary URL. If you operate a development domain and a production domain, you need separate SeaText accounts for each. This is not a Weebly plan issue—it is a SeaText account requirement.
• Multiple Weebly sites. You can use SeaText on several Weebly sites, but each site needs its own SeaText account. Adding the same script to a second site requires a separate account setup.
• Custom code blockers. Some Weebly plans may block all custom JavaScript. In that case, SeaText cannot be installed regardless of your subscription level. Check with Weebly support to confirm your plan's code policies.
• Activation delays. After pasting the script, you may need to wait up to ten minutes before SeaText confirms the connection. If the logo does not appear after that window, contact SeaText support.

Practical Use-Case Scenarios

E-Commerce Store

An online retailer uses Weebly Business to manage products and orders. They add SeaText to rewrite product descriptions and CTAs in real time based on visitor behavior. Footer Code access is included, so installation takes under five minutes. The retailer then activates the Ecommerce Product Copy agent to test different headlines and offers across product pages.

Lead Generation Site

A marketing agency builds a lead capture site on Weebly Starter. They paste the SeaText script into Footer Code and activate the Google Ads Landing Page Agent. Each paid keyword now triggers a page rewrite that matches the ad copy, improving conversion rates without building separate landing pages.

Multilingual Website

A consultancy serves clients in multiple countries using a Weebly Pro site. They install SeaText and activate the Website Translation agent. The script loads through Footer Code, and SeaText translates all site content into up to 125 languages. No additional code or plugins are needed beyond the original snippet.

Frequently Asked Questions

1. Does SeaText work on the Weebly free plan? Only if the free plan includes Footer Code access on your account. If the field is missing or restricted, SeaText cannot be installed. Check the SEO settings in your Weebly editor to confirm.
2. Where do I find the JavaScript snippet? Log in to your SeaText account and navigate to the Weebly integration page. The snippet is displayed there with copy instructions. Source S1 confirms the code is placed in the Footer Code section of Weebly's SEO settings.
3. How long does activation take? After pasting the code, save and publish your site. Wait at least five minutes for the SeaText logo to appear at the top of the integration page. If nothing appears after ten minutes, contact SeaText support immediately.
4. Can I use SeaText on multiple Weebly sites? Yes, but each site requires a separate SeaText account. Each SeaText account is linked to a single primary URL. Source S1 explicitly states this requirement for multiple domains and websites.
5. What if I do not see the Footer Code field? Your plan likely restricts custom code. Try the verification steps above. If the field is absent, consider upgrading to Starter or higher. You can also contact Weebly support to ask about code access.
6. Does SeaText affect my site's SEO or loading speed? SeaText loads asynchronously through the footer script. The integration guide describes the process as secure, with the AI remaining inert until activated. This preserves the integrity of your website's content and structure.
7. Can I use SeaText on a development or staging URL? No. SeaText restricts development URLs such as localhost for security reasons. You must use a valid, published domain. Dynamic development domains may not function properly because SeaText cannot reliably associate traffic with your account.
8. What support is available if integration fails? Contact the SeaText support team through your account dashboard. Source S1 advises reaching out immediately if your website does not appear connected after ten minutes. SeaText can diagnose installation issues on your platform.
9. Do I need a SeaText account before integrating? Yes. You must have a SeaText account to receive the JavaScript snippet. If you do not have one, you can create an account before starting the Weebly integration steps.
10. What Weebly plan does SeaText recommend? SeaText recommends any plan that includes Footer Code access. For most users, the Starter plan is the most cost-effective option. If you need e-commerce features alongside SeaText, the Business plan is the better fit.

What Ad Position Personalization Actually Means

Ad position personalization is the practice of changing where an ad appears on a page based on who the visitor is, where they came from, or what they've done before. For example, a returning customer might see an ad higher on the page, while a first-time visitor sees it lower. The goal is to place the ad where that specific person is most likely to notice and act on it.

Testing this is not the same as testing ad creative. You're not asking "which ad image wins?" You're asking "does moving the ad to a different spot for different people improve results?" That distinction matters because the test design is different.

Step 1: Define Your Personalization Hypothesis

Before you touch any tooling, write down exactly what you expect to happen. A good hypothesis has three parts: the audience segment, the position change, and the expected outcome.

Example: "For visitors who arrive from a Google Ads campaign with high purchase intent, moving the ad from the sidebar to the hero section will increase click-through rate by at least 15%."

Without a specific hypothesis, you'll end up testing random changes and won't know what to do with the results.

Step 2: Choose Your Testing Tool

You have two main options for running the test:

• Client-side testing (Google Optimize, VWO, Optimizely): These tools inject JavaScript to change the page layout. They're easy to set up but can cause a flash of original content (FOUC) if not configured well.
• Server-side testing: The position change happens on the server before the page loads. This is faster and more reliable but requires developer involvement.

For most teams, start with a client-side tool. If you're testing position changes that affect layout significantly, server-side is worth the extra effort because it avoids layout shifts that can skew your data.

Step 3: Set Up the Experiment Structure

Your experiment needs at least two variants:

1. Control: The ad appears in its current, fixed position for everyone.
2. Treatment: The ad position changes based on the personalization rule you defined.

Split traffic evenly between the two. If you have a high-traffic site, you can use a 50/50 split. If traffic is lower, consider a multi-armed bandit approach that allocates more traffic to the better-performing variant over time.

Step 4: Define Your Primary Metric

Pick one metric that matters most. For ad position testing, the most useful primary metric is usually conversion rate — the percentage of visitors who complete the desired action after seeing the ad.

Secondary metrics to track:

• Click-through rate (CTR) on the ad
• Revenue per session
• Bounce rate
• Scroll depth (did people actually see the ad?)

Don't make conversion rate your only metric. If the ad moves higher and gets more clicks but those clicks don't convert, you've just increased your ad spend without increasing revenue.

Step 5: Run the Test for the Right Duration

This is where most tests fail. You need enough data to reach statistical significance, which usually means at least 95% confidence. For a typical B2B site with moderate traffic, that can take 4 to 8 weeks.

Here's a quick rule of thumb: run the test for at least two full business cycles. If your sales cycle is two weeks, run for four weeks. If it's a month, run for two months.

Also, avoid running tests during major holidays or campaign changes. External factors will muddy your results.

Step 6: Analyze the Results

When the test ends, look at your primary metric first. Did the treatment beat the control? Is the difference statistically significant?

Then check the secondary metrics. If conversion rate went up but revenue per session went down, something is off. Maybe the ad position change attracted lower-quality clicks.

Finally, segment the results. Did the personalization work better for one audience segment than another? If you personalized for returning visitors but the lift came from new visitors, your rule needs adjustment.

Step 7: Verify and Iterate

If the treatment wins, don't just roll it out to everyone. Run a validation test to confirm the results hold. Then consider testing a different position or a different personalization rule.

If the treatment loses, that's useful data too. It tells you that your hypothesis was wrong, and you can refine it for the next test.

Common Mistakes to Avoid

• Testing too many variables at once: Change only the ad position, not the ad creative, the page layout, and the headline simultaneously.
• Stopping the test early: If you check results after a week and see a 20% lift, resist the urge to declare victory. The sample size is too small.
• Ignoring mobile vs. desktop: Ad position personalization often behaves differently on mobile. Segment your results by device.
• Not accounting for ad blockers: If a significant portion of your audience blocks ads, your test results may not reflect what they see.

Key Facts at a Glance

When This Testing Approach Doesn't Work

If your site gets fewer than a few hundred visitors per day, traditional A/B testing may not be practical. You'd need months to reach significance, and by then the test results would be outdated.

In that case, consider using AI-powered testing that analyzes reading behavior and micro-interactions rather than just binary conversions. This approach can generate insights from much smaller traffic volumes.

Also, if your ad position is controlled by an ad network (like Google Ads' automated placements), you may not have direct control over position. In that case, you're testing the personalization rules that determine which ad shows, not where it shows.

Frequently Asked Questions

How long should I run an ad position personalization test?

Run it for at least two full business cycles. For most sites, that's 4 to 8 weeks. If you have low traffic, expect longer.

What's the difference between testing ad position and testing ad creative?

Ad position testing changes where the ad appears. Ad creative testing changes what the ad says or looks like. They're separate experiments and should not be run simultaneously.

Can I test ad position personalization without a developer?

Yes, if you use a client-side testing tool like Google Optimize. You'll need to set up the experiment through the tool's visual editor, which doesn't require coding.

What if my test shows no significant difference?

That's a valid result. It means ad position personalization doesn't move the needle for your audience. Focus your testing efforts elsewhere, like on ad copy or landing page content.

Should I personalize ad position for every visitor segment?

No. Start with one or two segments where you have a strong hypothesis. Testing too many segments at once makes it hard to isolate what's working.

How do I know if my ad position change actually caused the lift?

That's what the control group is for. If the treatment group outperforms the control group and the difference is statistically significant, you can attribute the lift to the position change.

Quick answer

Ad pixel poisoning happens when bots click your paid ads and fire conversion pixels. Those fake conversions teach the ad platform to target more bots. The result is wasted spend and corrupted campaign data.

Stop the loop with four actions:

1. Detect invalid traffic in paid visits.
2. Save a record of each suspicious session.
3. Turn that evidence into a refund-ready report.
4. Keep the bots out of future audiences.

SeaText's Bot Protection Agent automates the supported pieces. It detects bots in paid traffic, saves a record of every suspicious session, and creates a refund-ready report for Google, Meta, TikTok, or Reddit. It also keeps bots out of audiences for future ads. This workflow is a general invalid-click process. Specific setup details should come from the vendor.

What ad pixel poisoning actually is

Pixel poisoning is the feedback loop that starts with an invalid click. A bot clicks a paid ad, lands on your page, and fires your conversion pixel. The ad platform records a conversion and assumes the bot is a valuable customer. It then optimizes toward similar traffic. You keep paying for more bot clicks.

Advertisers often run the same pixel across several channels. If one channel is poisoned, the bad signal can affect others. That is why the fix needs evidence, not just blocking.

Why the problem compounds if ignored

• Wasted spend: You pay for clicks that never convert.
• Corrupted optimization: Smart bidding learns from bot behavior.
• Audience pollution: Retargeting and look-alike pools fill with non-human IDs.
• Attribution distortion: ROAS and CPA become unreliable.

These are common campaign risks, not SeaText-specific claims. They explain why early detection matters.

Step-by-step process to stop pixel poisoning

The workflow below is a generic invalid-click process. SeaText's Bot Protection Agent helps automate the supported pieces: detecting invalid traffic, saving session records, creating refund-ready reports, and keeping bots out of future audiences.

1. Capture the click identifier. A click ID links the session to a specific ad click. Common examples are gclid, fbclid, msclkid, ttclid, or rdclid. Store it before the page changes.
2. Detect invalid traffic. Add a detection layer that evaluates each paid visit. You want to catch bots before they become conversions. SeaText detects bots in paid traffic and checks for signs of bots or invalid clicks on each paid visit. The exact detection method is not published in the source pack. Check with the vendor for the current list.
3. Save a session record for every suspicious visit. A session record should include the click ID and enough context to support a refund claim. SeaText saves a record of every suspicious session.
4. Create a refund-ready report. Organize the evidence in the format the platform expects. SeaText turns the saved evidence into a refund-ready report your team can submit to Google, Meta, TikTok, or Reddit.
5. Submit the refund claim. Go through each platform's official invalid-traffic process. SeaText prepares the report; your team submits it.
6. Exclude bot audiences. Add the identified bots to exclusions so future campaigns stop targeting them. SeaText keeps bots out of audiences for future ads.
7. Verify the loop. Track invalid-click and invalid-traffic metrics in the ad platform. If the problem persists, review your detection and exclusion setup.

What SeaText's Bot Protection Agent does

SeaText's Bot Protection Agent focuses on paid traffic. For each paid visit, it checks for signs of bots or invalid clicks.

It saves a record of every suspicious session.

It turns that evidence into a refund-ready report.

It keeps bots out of audiences for future ads.

The source pack also lists a separate agent called Detect VPN Ad Clicks. That agent recovers wasted spend from overseas VPN ad traffic.

Key facts from the source pack

The source pack does not list specific bot fingerprints, JSON fields, cryptographic signatures, or CSV/PDF export formats. For those details, check with the vendor.

Practical scenarios

E-commerce site with suspicious paid-search traffic

A store sees high bounce rates and late-night clicks from Google Ads. The team captures click IDs, uses the Bot Protection Agent to detect bot sessions, saves evidence, and submits a refund report. They also exclude the identified bots from future campaigns.

B2B SaaS getting junk leads from Meta

A SaaS company runs lead ads on Meta. Some form submissions come from suspicious traffic. The same workflow applies: detect, record, report, exclude. SeaText's refund-ready report gives the team something to submit to Meta.

Agency managing multiple ad accounts

An agency needs consistent evidence across Google, Meta, TikTok, and Reddit. The Bot Protection Agent creates refund-ready reports for each platform. This lets the agency submit invalid-click claims without guessing what happened in each session.

Limitations and when this advice does not apply

• Paid traffic only. SeaText's bot detection is described for paid traffic. Organic traffic needs a different tool, like a WAF or server-side filtering.
• Platform approval is not guaranteed. SeaText prepares the report. Google, Meta, TikTok, or Reddit decides whether to refund.
• No detection method catches every bot. The source pack says SeaText checks for signs, not that it blocks everything.
• Technical specifics. The source pack does not describe deployment, performance impact, or export formats. Check with the vendor before assuming a setup.
• Use a WAF for broader protection. Bot protection for paid ads is one layer. A WAF can block known bad traffic at the network edge.

FAQ

Does SeaText submit refund claims for me?

No. The source pack says SeaText creates a refund-ready report your team can submit to Google, Meta, TikTok, or Reddit. You or your team file the claim.

How fast does SeaText catch bots?

The source pack does not include a timeline. Detection happens during paid visits, but “how fast” depends on setup and bot behavior. Check with the vendor for current benchmarks.

Does the Bot Protection Agent slow down my site?

The source pack does not include page-speed measurements. After installation, test your pages with Core Web Vitals. Use async loading or a tag manager if you want to limit render impact; that is a general best practice, not a documented SeaText feature.

Can I use SeaText with Cloudflare or another WAF?

The source pack does not mention WAF compatibility. In general, a paid-traffic bot detector and a WAF can work together. The WAF blocks network-level threats, while the bot agent handles invalid paid clicks. Check with SeaText to confirm integration.

Is the “up to 20% back” a guarantee?

No. It is a marketing claim in the source pack. Actual refunds depend on each platform's review and your evidence.

What is the difference between Bot Protection Agent and Detect VPN Ad Clicks?

The Bot Protection Agent is described as getting up to 20% back from Google bot clicks. Detect VPN Ad Clicks is described as recovering wasted spend from overseas VPN ad traffic. Both agents help with refund evidence.

Terminology quick reference

• Pixel poisoning: The feedback loop where invalid conversions train ad platforms to target more bots.
• Click ID: A token in the landing URL that ties a session to a paid click.
• Invalid click / invalid traffic: Platform terms for bot or accidental clicks.
• Refund-ready report: A document that organizes session evidence for an ad platform's refund process.
• Audience exclusions: Lists that stop future ads from targeting identified bad actors.

To set up Seatext on Shopify, create a SEATEXT AI account, copy its JavaScript snippet, and paste that snippet into theme.liquid in your Shopify theme. Then wrap your product description output with the Seatext data attribute, save your theme, and test a product page to confirm the tag appears. You will also need a valid primary domain; localhost and dynamic development domains are restricted.

This guide follows Seatext's official Shopify integration steps. It assumes you have a Shopify store with admin access and a real domain for your store.

What you need before you start

Before you open your theme code, gather these three things:

• A Shopify store where you can edit theme files. You need admin access to reach Online Store > Themes and the code editor.
• A SEATEXT AI account. The integration guide requires this before installation. Create it before you touch your theme.
• A valid primary domain. Seatext restricts development URLs like localhost. Use the real domain your store runs on.

One more rule: each domain needs its own SEATEXT AI account. If you test on a development domain and then move to production, plan to create a second account for the production URL.

Setup steps at a glance

Here is the whole process in one list. Details for each step follow.

1. Create a SEATEXT AI account and copy its JavaScript snippet.
2. In Shopify, go to Online Store > Themes.
3. Click the three dots next to your theme and choose Edit code.
4. Open Layout > theme.liquid.
5. Paste the snippet into theme.liquid and save.
6. Open the product template that renders product descriptions.
7. Wrap the description output with the Seatext data attribute.
8. Save, preview, and inspect the HTML to confirm the attribute is there.

Step 1: Create your account and copy the snippet

Go to Seatext and sign in, or create a SEATEXT AI account if you do not have one. The official integration page says you need an account before you install the script.

After you are in, copy the JavaScript code Seatext gives you. Keep that exact copy. You will paste it into Shopify in the next steps.

Step 2: Open theme.liquid in Shopify

Log in to your Shopify admin. Go to Online Store > Themes.

Find the theme you want to use. Click the three dots icon next to that theme and choose Edit code. This opens the theme editor with a file list on the left side of the screen.

Open the Layout folder and locate theme.liquid. That is the file that holds the top-level structure of your theme.

Step 3: Paste the snippet and save

Paste the JavaScript snippet you copied from Seatext into theme.liquid. Do not modify it.

Click the Save button once the snippet is in place.

The installation process is secure, and the AI remains inert until activated. In other words, pasting the code alone will not change your content or start rewriting pages.

Step 4: Add the data attribute to product descriptions

Still in the theme editor, find the template that renders product descriptions. The official guide names product.liquid or product-template.liquid.

Look for the code block that outputs the product description. Wrap that output with the Seatext data attribute, then save the file. This tag is what helps Seatext identify product descriptions for later optimization.

If your theme uses a different template, search for product description or the description variable in your theme.

Step 5: Test your setup

Save all changes. Open a product page on your storefront.

Use your browser's developer tools to inspect the HTML source. Confirm that the data- attribute is present around the product description. If you see it, the integration is ready for activation.

If you do not see it, go back to the product template and check the wrapping. After the technical setup passes, activate the Seatext agents you need from your dashboard.

What the integration actually does

This setup connects your Shopify store to Seatext's AI agents. Once connected, you can turn on agents from your Seatext account.

Those agents can rewrite product copy, match landing pages to ad keywords, translate your site into other languages, and publish SEO content. None of that can happen if the script is missing or the product description tag is not in place.

Key facts at a glance

Limitations and restrictions

Seatext's Shopify guide has a few hard rules.

• No localhost. Development URLs like localhost are restricted for security reasons.
• No dynamic development domains. They may not work because Seatext cannot reliably tie traffic to your account.
• One primary URL per account. If you need SEATEXT AI on several websites, create one account for each website.
• Code access is mandatory. You must be able to edit theme.liquid and the product template.

If you ignore the domain rules, traffic may not associate with your account. If you skip the product description tag, the script may still load, but product copy optimization will not have a hook to work with.

Common mistakes to avoid

• Editing the wrong theme. Check that you are editing the active theme or the theme you plan to use.
• Pasting the snippet into the wrong file. It belongs in theme.liquid under the Layout folder.
• Skipping the product description tag. The data attribute must wrap the description output in the product template.
• Using localhost for testing. Seatext restricts development URLs, so use a real domain.
• Reusing one account for multiple domains. Create a separate account for each primary URL.
• Not testing after saving. Always inspect a product page's HTML to confirm the attribute is present.

Frequently asked questions

Is coding experience required?

No. The setup is mostly copy, paste, and save. You do need to find files in Shopify's theme editor and make sure you do not break the theme. If you can edit a simple HTML file, you can complete these steps.

Do I need a separate Seatext account for each store?

Yes, for each domain. Seatext links each account to one primary URL. If you use one account for two domains, the connection will not work correctly. Create a separate account for each website or domain.

Can I test Seatext on localhost first?

No. Development URLs like localhost are restricted for security reasons. Use a valid real domain. Dynamic development domains may also fail because Seatext needs to associate traffic with your account reliably.

Will pasting the script immediately change my site?

No. The installation is secure, and the AI stays inactive until you activate it. You can install the script, test it, and then decide which agents to turn on.

Why do I need to wrap the product description with a data attribute?

Seatext's guide includes this tag so the product description output is clearly identified. This helps the ecommerce copy optimization work correctly. The guide tells you to inspect the HTML after saving to make sure the attribute is there.

What should I do after the integration passes?

Go to your Seatext dashboard and activate the agents you need. Common starting points are the ecommerce product copy agent, the Google Ads landing page agent, and the website translation agent. You can turn them on one at a time.

Why the Tilda Free Plan May Block SeaText

SeaText AI translations rely on a JavaScript snippet placed in your site's <head> section. That snippet lets the agent scan and translate every page. Tilda Free may not allow you to edit the global head code. Tilda's help center does not confirm this, but many users report it. Check your plan settings. If you cannot add custom head code, you must upgrade to Tilda Personal ($15/month) or higher. This is a platform limitation, not a SeaText restriction.

Some users try to add the script via a T123 block on a single page. That works for that one page only. But the global head method is the recommended setup. The free plan simply does not support that.

What the SeaText Translation Agent Does

The Translation Agent is an AI tool that scans your website content. It automatically translates every page, headline, button, and offer into up to 125 languages. It works with regional dialects. The agent runs in the cloud and updates translations as your site changes. You can edit any translation from the SeaText dashboard. Edits are saved and will not be overwritten by future auto-translations. The agent is designed to work with any website that can load JavaScript, including Tilda after the plan upgrade.

Why does head-section placement matter? The script must load on every page before the content renders. That ensures the agent sees all text. If you only add the script to one page, the agent cannot translate other pages. The global head code gives a consistent, automatic translation across your entire site.

Prerequisites for Setup

Before you start, you need three things:

• A SeaText account – Create one at seatext.com. The free trial gives you access to the Translation Agent. Check with the vendor for current trial details.
• A Tilda plan of Personal or higher – Upgrade your Tilda billing first. Without this, the script cannot be installed globally. Tilda Free may not allow custom head code.
• A real domain connected to Tilda – Development URLs like localhost are restricted for security reasons. Each Tilda site needs its own SeaText account.

Make sure you have your SeaText dashboard open in one tab and your Tilda dashboard in another. The whole process takes less than 10 minutes.

Step-by-Step Installation on Tilda Personal or Higher

After upgrading your Tilda plan, follow these steps. Each step is based on the SeaText integration guide.

Step 1: Add Languages in SeaText

Log in to your SeaText account. Go to the Translation Agent section. Choose the languages you want. SeaText supports 125 languages. You can select as many as you need. The agent will automatically translate your existing content into those languages.

Step 2: Copy the JavaScript Snippet

In the same dashboard, you will see a JavaScript code snippet. Copy it to your clipboard. This snippet is unique to your account. Do not modify it.

Step 3: Paste the Code into Tilda's Site Settings

Go to your Tilda dashboard. Open the Site Settings (gear icon). Click More, then HTML code for the head section. Paste the SeaText snippet into the field labeled 'Edit code inside HEAD tag'. Save the changes and publish your site. The snippet will now load on every page.

Alternative for a single page: If you only want to test one page, add a T123 block to that page, open the HTML editor, and paste the code there. This is useful for testing but not for a full site translation. Global installation is better for automatic updates on all pages.

Step 4: Activate and Verify

After pasting the code, visit your live website. Refresh the page several times and stay on the page for at least 40 seconds. This activates the AI and links your site to your SeaText account. Wait about five minutes. Then check your SeaText dashboard – your domain name should appear next to the SeaText logo. This confirms the connection is working. The Translation Agent will now start scanning and translating your pages. You can manage translations from the dashboard.

Troubleshooting Common Issues

Here are common setup mistakes and how to fix them.

• Script not loading: Check that you pasted the code in the correct field. Open your site's source code with your browser's developer tools. Look for the SeaText script. If missing, repeat the paste step.
• Domain not appearing in SeaText: Wait at least five minutes after visiting the site. If it still does not show, try visiting the site again and staying longer than 40 seconds. Make sure you are using a real public domain, not a development URL.
• Translations not appearing: The agent needs time to scan pages. Full site translation may take longer depending on the number of pages and languages. Check the dashboard for progress. You can also manually trigger a scan.
• Script conflict with other code: If your site uses custom JavaScript, test the agent on a staging page first. In rare cases, the script may conflict. The SeaText team can help troubleshoot.

Alternatives When You Cannot Upgrade

If you cannot upgrade to Tilda Personal, you have two alternatives:

• Use Tilda's built-in multilingual feature – Tilda offers a bilingual tool (two languages) through Zero Block. It is manual but free on any plan. It does not use AI.
• Use a third-party translation service – Some services like Linguise offer integration with Tilda. That is outside the scope of this article. Check with the vendor for compatibility.

Also, note that SeaText requires a real public domain. If you are using a temporary domain, the agent will not work. You can always upgrade later and move your site to a real domain.

Frequently Asked Questions

How long does it take for translations to appear?

After you paste the code and visit the site, the AI activates within about 40 seconds. Translations start appearing within a few minutes. Full site translation may take longer depending on the number of pages and languages. You can monitor progress in the SeaText dashboard.

Do I need a separate SeaText account for each Tilda site?

Yes. Each SeaText account is linked to a single primary domain. If you have multiple Tilda sites (e.g., a development domain and a production domain), you must create separate accounts for each. This is a security measure to prevent cross-site tracking.

Can I edit the translations?

Yes. The SeaText Translation Agent generates translations automatically, but you can review and edit any translation from the dashboard. This gives you full control over the final output. Edits are saved and will not be overwritten by future auto-translations.

What if I change my Tilda plan back to Free?

If you downgrade to Tilda Free, the custom head code will be removed. The SeaText script will stop working. Your existing translated pages will remain as static HTML until you update them, but new content will not be translated. You would need to upgrade again to restore the service. This is based on general platform behavior, not confirmed by SeaText.

Is there a free trial for SeaText?

SeaText offers a free trial that includes the Translation Agent. Check with the vendor for current trial terms. You can test the full setup on a Tilda Personal plan without paying for SeaText immediately.

To set up SeaText AI on Wix for automatic translations, you need a paid Wix plan (required for custom code), a SeaText AI account, and the JavaScript snippet from your SeaText dashboard. Follow the steps below to integrate, activate, and verify the translation agent.

Prerequisites

Before you start, make sure you have these three things ready.

• A paid Wix plan. Free Wix plans cannot add custom code. You need at least a Combo plan or higher.
• A SeaText AI account. Create one at seatext.com if you don't have it. It takes less than a minute.
• The JavaScript snippet. After logging into your SeaText dashboard, go to the integration section. Copy the unique code shown there. This code connects your Wix site to SeaText's AI agents.

Why Automatic Translation Matters for Your Wix Site

Automatic translation opens your Wix site to the entire world. Over 75% of internet users speak a language other than English. If your site is only in English, you miss billions of potential visitors.

Search engines rank translated pages higher in local markets. A French user searching for your product in French will see your site if it has a French version. This boosts your organic traffic significantly.

User experience improves dramatically. Visitors stay longer and buy more when they read in their native language. They trust your brand more. Automatic translation removes the friction of manual language switching.

Without automation, translating a site takes weeks or months. You have to hire translators, manage files, and update every page. With SeaText, the AI does it in real time. No manual work. No delays.

For a Wix site, this is especially important. Wix is popular among small businesses and entrepreneurs. They often lack the budget for professional translation services. SeaText gives them enterprise-level multilingual capability at a fraction of the cost.

SeaText vs Wix Built-in Translation Manager

Wix offers its own translation tool called the Wix Translation Manager. It is a manual or semi-automatic system. SeaText is fully automatic. Here is a comparison to help you decide.

Choose SeaText if you want a hands-off solution that scales instantly. Choose Wix Translation Manager if you prefer manual control and have a small set of languages. For most businesses, SeaText saves time and money.

Step-by-Step Integration Process

1. Log into your Wix account and open the project you want to translate.
2. Go to Settings in your Wix admin area.
3. Scroll down to Custom Code (located at the bottom of the page, under "Advanced").
4. Click Add Code under the "Head" section.
5. Paste the SeaText JavaScript snippet into the text area labeled "Paste the code snippet here:".
6. Under "Add Code to Pages", select All pages from the dropdown.
7. Choose Load code on each new page and click Apply.

Important: The installation is secure. The AI remains inactive until you activate it. Your existing content stays untouched.

If you have multiple Wix sites, repeat the process for each site. Each site needs its own SeaText account and its own snippet. Do not use the same snippet on two different domains.

How the AI Translation Agent Works

The SeaText translation agent is an autonomous AI. It runs on your website after you activate it. Here is how it works step by step.

Detection of page content. The AI scans every page of your Wix site. It identifies text in headings, paragraphs, buttons, links, and images. It also detects dynamic content like product descriptions or blog posts.

Real-time translation. When a visitor selects a language, the AI translates the page on the fly. It uses advanced neural machine translation. The result is natural and accurate. The AI also learns from corrections you make in the dashboard.

Language switching. SeaText adds a language switcher to your site. Visitors can choose any of the 125 languages. The translation is instant. There is no page reload delay. The AI remembers the visitor's choice for future visits.

Automatic updates. If you add new pages or change existing content, the AI detects the changes. It translates the new content immediately. You never have to manually update translations.

SEO integration. The AI adds hreflang tags and creates separate URLs for each language. This helps search engines index your translated pages correctly. Your site ranks in multiple languages without extra effort.

Detailed Use Case: E-Commerce Store with 125 Languages

Imagine you run an online store that sells handmade jewelry. Your site is built on Wix. You currently sell only in English to the US market. You want to expand globally.

With SeaText, you can translate your entire store into 125 languages. That includes product names, descriptions, prices, cart buttons, and checkout pages. Everything is translated automatically.

Here is a realistic scenario. A customer in Japan searches for "handmade earrings" in Japanese. Your site now has a Japanese version. The customer sees the product page in Japanese. They add an item to cart and complete the purchase. The entire experience is in their language.

Without SeaText, you would need to hire a translator for each language. For 125 languages, that would cost tens of thousands of dollars. It would take months. With SeaText, you set it up once and the AI handles the rest.

The results are measurable. Many SeaText users report a 60% increase in international customers. Your store becomes accessible to billions of people. Your revenue grows without increasing your workload.

One challenge with e-commerce is product inventory. The AI translates product variants and options. It also translates error messages and shipping information. Everything a customer sees is in their language.

Verification and Activation

1. Visit or refresh your website several times. Stay on the page for at least 40 seconds. This activates the AI and links it to your account.
2. Wait at least 5 minutes. Check your SeaText dashboard. You should see your website name next to the SeaText logo at the top. If it doesn't appear after 10 minutes, contact support.
3. Once connected, the AI will automatically translate your site into 125 languages. You can manage translations and fine-tune in the dashboard.

During activation, keep your browser open. Do not close the tab. The AI needs continuous presence to establish the link. If you have ad blockers, disable them temporarily. They may interfere with the connection.

Key Facts

Common Pitfalls and Troubleshooting Tips

Here are real issues users face and how to solve them.

• Script not loading. The snippet must be placed in the Head section for all pages. If you placed it only on specific pages, translations won't work on others. Double-check the page selection.
• Activation delay. If your site doesn't appear in the dashboard after 10 minutes, clear your browser cache. Then visit your site again and stay for 40 seconds. Sometimes a slow internet connection causes delay.
• Conflicts with other scripts. Some Wix apps add their own JavaScript. If you have a caching plugin or a script that modifies the DOM, it may conflict. Test with a staging site first. Disable other custom code temporarily to identify the issue.
• Dynamic content not translating. SeaText translates content that is present in the HTML when the page loads. If you load content via AJAX after the page loads, it may not be picked up. Contact SeaText support for such cases.
• Language switcher not showing. The AI adds a language switcher by default. If you have a custom theme, it may hide it. Check your theme settings. You can also manually add the switcher using a widget.
• Translations seem incorrect. Use the dashboard to review and edit translations. The AI learns from your corrections. Over time, it improves accuracy.
• Multiple domains. Each domain needs its own SeaText account. Using one account for two domains will cause the translation to fail on one of them.

Limitations and Important Notes

• Multiple domains: If you need SeaText on several websites, create a separate account for each domain. Each account links to a single primary URL.
• Dev domains: Localhost and dynamic development domains are restricted. Use a real domain.
• Activation delay: After installing the code, you must visit the site and wait 40+ seconds. The dashboard may take up to 10 minutes to show your site.
• Only one script per page: Ensure no conflicts with other JavaScript that may interfere.
• Content type limitations: Embedded iframes or external content may not be translated. The AI works on the Wix page content only.

Terminology

• SeaText AI: A platform that deploys autonomous AI agents to optimize websites for conversions, translation, SEO, and more.
• Wix Custom Code: A feature in Wix settings that allows you to add HTML/JavaScript to your site's header or footer.
• Website Translation Agent: One of SeaText's AI agents that translates your entire site into 125 languages without manual work.
• Hreflang tag: An HTML tag that tells search engines which language a page is in. SeaText adds these automatically.

FAQ

Do I need a paid Wix plan to use SeaText?

Yes. Wix requires a paid plan to add custom code. Free plans do not support this.

How many languages can I translate to?

SeaText supports 125 languages, including all major languages and regional dialects.

Can I use SeaText on multiple Wix sites?

Yes, but you need a separate SeaText account for each domain. Each account is tied to one primary URL.

How long does activation take?

After pasting the code, visit your site for at least 40 seconds. The site should appear in your SeaText dashboard within 5–10 minutes.

Will SeaText affect my existing translations?

No. The AI remains inactive until you activate it in the dashboard. Existing content is not altered automatically.

What if I don't see my site in the dashboard after 10 minutes?

Contact SeaText support immediately. There may be an installation issue. Also check that your snippet is not missing any characters.

Does SeaText work with Wix's built-in multilingual features?

Yes, but it is best to use one system. If you already have Wix translations, disable them before activating SeaText to avoid conflicts.

Can I customize translations?

Yes. In the SeaText dashboard, you can review and edit any translation. The AI learns from your edits.

Why API Key Security Matters for SSR Deployments

Server-side rendering introduces unique credential exposure risks. API keys embedded in SSR HTML payloads can leak to browsers. Keys bundled in client-side JavaScript bundles become publicly readable. Error logs and stack traces may accidentally print secrets. These vectors have caused real breaches across major platforms.

SeaText's standard integration avoids these risks entirely. The platform uses a JavaScript snippet (SEATEXTCODEINTEGRATION) that loads asynchronously from SeaText's servers. No API key travels to the browser. The snippet handles AI rewrites, translations, and optimizations client-side. This model shifts security focus from key management to script integrity and origin control via Content Security Policy.

Enterprise customers with server-side API needs (pre-rendering variants, server-side translation, backend analytics) do receive API keys. Those keys require the same rigorous protection as any production secret. The sections below cover both the standard snippet approach and the enterprise server-side key workflow.

Direct Answer: Standard Integration Uses No API Keys

Standard SeaText client-side SSR integration uses a JavaScript snippet with no API keys, eliminating API key exposure risk. The snippet loads asynchronously from SeaText's domain and performs all AI operations in the browser. For advanced server-side SeaText API use cases (enterprise pre-rendering, server-side translation), follow standard API key security best practices: store keys in environment variables or secret managers (AWS Secrets Manager, Vercel Environment Variables), restrict keys to server-only runtime, and implement regular key rotation.

Client-Side Snippet vs Server-Side API Key: Trade-offs for SSR

Recommendation: Use the client-side snippet for 95% of SSR deployments. Only request enterprise server-side API access if you need pre-rendering at build time or server-side translation for search engine crawlers. Contact SeaText sales to enable enterprise API keys.

Client-Side Snippet Integration (Standard Approach)

How the Snippet Works

SeaText AI provides a JavaScript snippet called SEATEXTCODEINTEGRATION. You embed this snippet in your application's HTML body. The snippet loads asynchronously from SeaText's servers and handles all AI-driven rewrites, translations, and optimizations in the browser. Because no secret key exists, the security model centers on script integrity and origin control (S1).

Adding the Snippet in SSR Frameworks

In a server-side rendered application (Next.js, Nuxt, Astro, Remix), the snippet belongs in the shared layout or document component that wraps every page. This ensures the script loads once per session and persists across route transitions (S1).

Next.js App Router (app/layout.tsx)

export default function RootLayout({ children }: { children: React.ReactNode }) {
  return (
    <html lang="en">
      <body>
        {children}
        <script
          async
          src="https://cdn.seatext.com/seatext.js"
          id="seatext-script"
        ></script>
      </body>
    </html>
  );
}

Place the script near the closing </body> to avoid blocking render. Do not wrap it in 'use client' or client-only boundaries; the snippet must load during initial HTML delivery (S1).

Nuxt 3 (app.vue or app/layout.vue)

<script setup>
useHead({
  script: [
    {
      src: 'https://cdn.seatext.com/seatext.js',
      async: true,
      id: 'seatext-script',
      body: true
    }
  ]
});
</script>

<template>
  <div>
    <NuxtPage />
  </div>
</template>

The body: true option injects the script at the end of <body>. Nuxt 3's useHead composable handles SSR-safe injection.

Astro (src/layouts/Layout.astro)

--- 
const seatextScript = "https://cdn.seatext.com/seatext.js";
---
<html lang="en">
  <head>...</head>
  <body>
    <slot />
    <script src={seatextScript} async id="seatext-script"></script>
  </body>
</html>

Astro islands do not affect this script; it loads once per page view in the base layout.

Content Security Policy Configuration

Since the snippet loads from an external domain, configure your Content Security Policy (CSP) to allow script execution only from that domain. Add the SeaText script origin to your script-src directive. If you use a nonce or hash-based CSP, include the snippet's hash or generate a nonce at render time and apply it to the script tag. This prevents injection of unauthorized scripts even if the SeaText domain were compromised.

Nonce-Based CSP Examples

Next.js App Router (middleware.ts + layout.tsx)

// middleware.ts
import { NextResponse } from 'next/server';
import type { NextRequest } from 'next/server';

const CSP_NONCE_HEADER = 'x-csp-nonce';

export function middleware(request: NextRequest) {
  const nonce = crypto.randomUUID();
  const response = NextResponse.next();
  response.headers.set(CSP_NONCE_HEADER, nonce);
  response.headers.set(
    'Content-Security-Policy',
    `script-src 'self' 'nonce-${nonce}' https://cdn.seatext.com;`
  );
  return response;
}

export const config = { matcher: '/:path*' };

// app/layout.tsx
import { headers } from 'next/headers';

export default function RootLayout({ children }: { children: React.ReactNode }) {
  const headersList = headers();
  const nonce = headersList.get('x-csp-nonce') || '';

  return (
    <html lang="en">
      <body>
        {children}
        <script
          nonce={nonce}
          async
          src="https://cdn.seatext.com/seatext.js"
          id="seatext-script"
        ></script>
      </body>
    </html>
  );
}

Nuxt 3 (nitro.config.ts + plugin)

// nitro.config.ts
export default defineNitroConfig({
  routeRules: {
    '/**': {
      headers: {
        'Content-Security-Policy': "script-src 'self' 'nonce-{{nonce}}' https://cdn.seatext.com;"
      }
    }
  },
  hooks: {
    'render:html'(html, { event }) {
      const nonce = crypto.randomUUID();
      event.node.res.setHeader('Content-Security-Policy', 
        `script-src 'self' 'nonce-${nonce}' https://cdn.seatext.com;`
      );
      html.head.push(`<script nonce="${nonce}" src="https://cdn.seatext.com/seatext.js" async id="seatext-script"></script>`);
    }
  }
});

Astro (astro.config.mjs + middleware)

// astro.config.mjs
export default defineConfig({
  vite: {
    plugins: [
      {
        name: 'csp-nonce',
        transformIndexHtml(html, { server }) {
          if (!server) return html;
          const nonce = crypto.randomUUID();
          const csp = `script-src 'self' 'nonce-${nonce}' https://cdn.seatext.com;`;
          return html
            .replace('<head>', `<head><meta http-equiv="Content-Security-Policy" content="${csp}">`) 
            .replace('<script async src="https://cdn.seatext.com/seatext.js"', 
              `<script nonce="${nonce}" async src="https://cdn.seatext.com/seatext.js"`);
        }
      }
    ]
  }
});

Hash-Based CSP Alternative

If you prefer hashes over nonces, compute the SHA-256 hash of the snippet content and add 'sha256-' to script-src. This works only if the snippet content never changes. SeaText's evergreen endpoint may update, so nonce-based CSP is recommended for production.

Server-Side API Key Security for SSR (Enterprise)

Enterprise customers with server-side API access must protect API keys using industry-standard secret management. The following practices apply to any SSR platform.

Store Keys in Environment Variables or Secret Managers

Never hardcode API keys in source code. Use platform-native secret stores:

• Vercel: Project Settings → Environment Variables → Add SEATEXT_API_KEY for Production, Preview, Development environments separately.
• Netlify: Site Settings → Environment Variables → Add SEATEXT_API_KEY with scope "Functions" or "Build & Functions".
• AWS: Store in AWS Secrets Manager. Retrieve at runtime in Lambda/ECS via SDK. Enable automatic rotation (30-90 days).
• Docker/Kubernetes: Use Kubernetes Secrets mounted as files or environment variables. Consider External Secrets Operator for sync from Vault/ASM.

Restrict Keys to Server-Only Runtime

Ensure API keys never reach the browser:

• In Next.js, use process.env.SEATEXT_API_KEY only in Server Components, Route Handlers (app/api/), or Middleware. Never in Client Components ('use client').
• In Nuxt 3, use useRuntimeConfig() with serverOnly: true in nuxt.config.ts.
• In Astro, access import.meta.env.SEATEXT_API_KEY only in --- frontmatter (server context), never in client scripts.

Implement Regular Key Rotation

Rotate API keys every 90 days or per compliance policy:

1. Generate new key in SeaText enterprise dashboard.
2. Update secret in all environments (Vercel, Netlify, AWS Secrets Manager, Kubernetes).
3. Deploy updated secrets. Verify server-side calls succeed.
4. Revoke old key after confirming zero errors for 24 hours.
5. Automate via CI/CD: script that calls SeaText API to create key, updates secret store, triggers redeploy.

Secret Manager Setup Examples

Vercel Environment Variables (CLI)

# Add key for all environments
vercel env add SEATEXT_API_KEY production
vercel env add SEATEXT_API_KEY preview
vercel env add SEATEXT_API_KEY development

# Rotate: remove old, add new
vercel env rm SEATEXT_API_KEY production
vercel env add SEATEXT_API_KEY production

AWS Secrets Manager (Node.js)

import { SecretsManagerClient, GetSecretValueCommand } from "@aws-sdk/client-secrets-manager";

const client = new SecretsManagerClient({ region: "us-east-1" });

export async function getSeatextKey() {
  const cmd = new GetSecretValueCommand({ SecretId: "prod/seatext/api-key" });
  const resp = await client.send(cmd);
  return JSON.parse(resp.SecretString!).SEATEXT_API_KEY;
}

// Usage in Next.js Route Handler
// app/api/seatext/translate/route.ts
export async function POST(req: Request) {
  const apiKey = await getSeatextKey();
  const body = await req.json();
  const res = await fetch('https://api.seatext.com/v1/translate', {
    method: 'POST',
    headers: { 'Authorization': `Bearer ${apiKey}`, 'Content-Type': 'application/json' },
    body: JSON.stringify(body)
  });
  return new Response(res.body, { status: res.status });
}

Netlify Functions (netlify.toml + function)

# netlify.toml
[functions]
  environment = { SEATEXT_API_KEY = "@seatext-api-key" }

# netlify/functions/seatext-translate.ts
import type { Handler } from "@netlify/functions";

export const handler: Handler = async (event) => {
  const apiKey = process.env.SEATEXT_API_KEY;
  if (!apiKey) return { statusCode: 500, body: "Missing API key" };
  // ... call SeaText API
};

Asynchronous Loading and Performance

The snippet includes the async attribute, so it downloads in parallel without blocking page render. The documentation notes: "Asynchronous Loading: The snippet includes the async attribute for the script tag, ensuring that the SEATEXT AI script loads asynchronously, which helps in maintaining page load performance." (S1) In SSR, this means the initial HTML reaches the browser quickly, and the SeaText enhancements apply after hydration.

Local Storage and Cross-Origin Considerations

The script stores an identifier in the browser's local storage. The documentation advises: "Local Storage Usage: The script stores an ID in the local storage. Ensure that your application has the necessary permissions to access and use local storage." (S1) If your SSR app serves multiple subdomains, verify that the cookie/domain settings allow the SeaText ID to persist across them. The docs also flag: "Cross-Origin Considerations: If your SPA interacts with multiple domains, ensure that the SEATEXT AI script is compatible and does not face cross-origin issues." (S1)

Verifying the Integration

After deployment, open the site in a browser and open Developer Tools (F12). Check the Console for SeaText initialization messages and the Network tab to confirm the script loads from the official SeaText domain with a 200 status and no CSP violations. The documentation recommends: "Inspect the Page: Open your browser's Developer Tools (F12) and check the Console and Network tab to confirm the script loads from the official SeaText domain with a 200 status and no CSP violations." (S1)

Common Mistakes to Avoid

• Placing the snippet inside a component that re-renders on every route change, causing duplicate injections.
• Omitting the snippet from the SSR shell and only adding it in client-side code, which delays activation for the first paint.
• Forgetting to update CSP when the SeaText script domain changes.
• Assuming an API key exists for standard integration and rotating a non-existent secret.
• Bundling server-side API keys into client-side JavaScript (Next.js Client Components, Nuxt useFetch in se

Most bot shielding tools run in the browser. They inject JavaScript that checks mouse movements, scroll depth, or challenge responses. Sophisticated bots — headless browsers, residential proxy networks, and click farms — execute that same JavaScript and pass the checks. The shield reports "human" while the budget drains.

A second failure mode is timing. Client-side shields fire after the page loads. By then the click has already been billed, the conversion pixel has fired, and the retargeting audience has been polluted. Even if the shield later flags the session, the ad platform has no mechanism to claw back the spend without structured, timestamped evidence tied to the original click ID.

Third, many shields only block. They do not document. Google and Meta refund teams require specific fields: click ID (gclid, fbclid), timestamp, IP reputation, device fingerprint, behavioral anomalies, and a clear narrative linking each field to their invalid-traffic policies. A simple block log does not meet that bar.

How Bot Shielding Usually Works — And Where It Breaks

Client-side fingerprinting

Typical shields collect canvas hash, WebGL renderer, font list, and battery status. They score the browser environment. Legitimate users on corporate VPNs, privacy browsers, or older devices often score poorly and get false positives. Bots running real Chrome via Puppeteer or Playwright with stealth plugins score well and pass.

Behavioral challenges

Some shields inject CAPTCHAs, mouse-move checks, or scroll-depth gates. These add friction for real buyers. Conversion drops. Bots that simulate human input — variable delays, curved trajectories, realistic scroll — pass. The shield cannot distinguish a motivated buyer from a well-tuned script.

Post-click filtering only

Most shields activate after the landing page loads. The ad click is already recorded. The platform has charged the advertiser. The conversion pixel has fired. Retargeting lists have ingested the visitor. The shield can only suppress future events; it cannot unwind the billed click or clean the audience.

No refund pipeline

Even when a shield detects invalid traffic, it typically outputs a dashboard alert or CSV export. The advertiser must manually match each flagged session to a click ID, format a dispute, and submit it through Google or Meta's opaque forms. Most teams never complete that loop. The budget stays lost.

What Makes Protection Actually Recover Spend

Server-side detection before the pixel fires

SeaText's Bot Refund Agent inspects the request at the edge, before any client-side code runs. It correlates the incoming click ID (gclid, fbclid, ttclid, rdclid) with IP reputation databases, residential proxy lists, data-center ASNs, and behavioral baselines built from the site's own historical traffic. Suspicious sessions are flagged before the conversion pixel loads, keeping retargeting audiences clean.

Session evidence packaged for platform refund teams

For every flagged click the agent assembles a refund-ready report: click ID, timestamp, IP address, ASN, proxy probability score, device fingerprint hash, behavioral anomaly flags (zero dwell time, no scroll, direct navigation to conversion endpoint), and a plain-language narrative mapped to Google's and Meta's invalid-traffic policy clauses. The report can be downloaded or pushed via API into the platform's dispute workflow.

Automated refund submission

The agent integrates with Google Ads and Meta Marketing APIs to submit refund requests programmatically. It tracks claim status, retries rejected claims with supplemental evidence, and surfaces only the few cases that require human review. This closes the loop that manual shields leave open.

Continuous model updates

Click-fraud tactics shift weekly. The agent retrains its scoring models nightly using confirmed fraud labels from accepted refunds, new proxy IP feeds, and emerging headless-browser fingerprints. Shields that rely on static rule sets decay rapidly.

Key Facts

Common Failure Scenarios And How To Diagnose Them

Scenario 1: High click volume, zero conversions, shield shows "clean"

Likely cause: bots executing the shield's JavaScript. Check server logs for identical user-agent strings, sequential IPs from the same /24, or dwell times under two seconds. If the shield only reports client-side scores, it will miss this.

Scenario 2: Refund claims rejected for "insufficient evidence"

Likely cause: the shield exports raw logs without mapping fields to platform policy language. Google requires gclid, timestamp, and a reason code. Meta requires fbclid, IP, and a narrative. Manual reformatting introduces errors and delays.

Scenario 3: Retargeting audiences polluted despite shielding

Likely cause: the shield runs after the conversion pixel. The pixel fires on bot visits, seeding look-alike models with junk. Move detection to the edge or use a server-side tag manager that gates the pixel on a clean verdict.

Scenario 4: False positives blocking real buyers

Likely cause: aggressive fingerprint thresholds. Corporate VPNs, privacy browsers, and accessibility tools trigger blocks. Review block logs for known-good customer IPs. Adjust thresholds or allowlist by ASN.

Decision Framework: Choose The Right Protection Layer

1. Map your traffic sources. List every paid channel (Google Search, Performance Max, Meta, TikTok, Reddit, programmatic). Each has a different click ID format and refund policy.
2. Audit current shielding. Does it run client-side or server-side? Does it output refund-ready reports? Does it gate pixels? Does it auto-submit claims?
3. Quantify waste. Pull click IDs from the last 90 days. Cross-reference with server logs for anomaly patterns (zero dwell, no scroll, data-center IPs). Estimate recoverable spend.
4. Test a server-side agent. Deploy SeaText's Bot Refund Agent in shadow mode for two weeks. Compare its flagged sessions against your current shield's output and against accepted refund claims.
5. Enable automated refunds. Once the agent's false-positive rate is under 1%, switch to active mode and connect the API refund pipeline.
6. Monitor and iterate. Track claim acceptance rate, recovered spend, and retargeting audience quality monthly. Feed accepted claims back into the model.

Limitations And When This Advice Does Not Apply

• Organic traffic. The Bot Refund Agent only processes paid clicks with identifiable click IDs. It does not filter organic bots or direct traffic.
• Platforms without refund APIs. Some smaller ad networks lack programmatic dispute endpoints. Manual submission is still required; the agent provides the evidence package but cannot auto-file.
• Sites without server-side control. If you cannot add a script to the <head> or configure a CDN edge worker, server-side detection cannot be deployed. Client-only environments (some hosted storefronts) remain limited to browser shields.
• Historical recovery. The agent only protects future spend. Past wasted budget can only be recovered if the platform retains click-level logs and accepts retroactive disputes (Google: 60 days; Meta: 90 days).
• Sophisticated human fraud. Click farms using real people on real devices in residential IPs mimic genuine behavior perfectly. No automated system catches 100% of this; the agent reduces volume but cannot eliminate it.

Terminology Quick Reference

Click ID (gclid, fbclid, ttclid, rdclid)

Unique token appended to the landing-page URL by the ad platform. Required to link a session to a billed click for refund claims.

Residential proxy (RESIP)

IP addresses assigned to home internet connections, rented to bot operators to mimic legitimate users.

Data-center ASN

Autonomous System Number belonging to a cloud provider or hosting company. High concentration of traffic from these ASNs signals bot infrastructure.

Headless browser

Browser runtime without a GUI (e.g., Puppeteer, Playwright). Used for automation; can be detected via missing APIs, timing anomalies, or fingerprint inconsistencies.

Retargeting poisoning

Invalid traffic firing conversion pixels, causing look-alike and remarketing audiences to include non-buyers, degrading future campaign performance.

Refund-ready report

Structured evidence package formatted to match the ad platform's invalid-traffic dispute requirements.

FAQ

Why does my current bot shield show low invalid traffic but my conversion rate stays flat?

Client-side shields only catch bots that fail their JavaScript checks. Sophisticated bots execute the same checks and pass. The shield reports "clean" while the budget drains. Server-side detection correlates IP reputation, click ID, and behavioral baselines that bots cannot spoof as easily.

Can I get refunds for bot clicks from last quarter?

Google accepts disputes for clicks within the last 60 days; Meta allows 90 days. Older clicks are generally not recoverable. The Bot Refund Agent only protects future spend, but its evidence packages can be used for manual retroactive claims within those windows.

Does the agent block bots or just document them?

It does both. At the edge it can return a 403 or serve a blank page to flagged IPs, preventing pixel fires. Simultaneously it builds the refund report. Blocking alone does not recover spend; documentation alone does not protect audiences. The agent combines both.

Will adding the agent slow my page load?

The detection runs at the CDN edge or in a lightweight server-side include that adds under 20 ms. No client-side JavaScript is required for the core detection, so Lighthouse scores and Core Web Vitals are unaffected.

What if the agent flags a real customer?

Enterprise review controls let your team approve or override flags before refunds are submitted. False-positive rates under 1% are typical after the initial two-week shadow period. Allowlists by IP, ASN, or customer ID handle known-good traffic.

How does this differ from Google's built-in invalid-click filtering?

Google's automatic filters catch only the most obvious patterns (e.g., repeated clicks from the same IP in minutes). They do not expose click-level evidence, do not integrate with Meta or TikTok, and do not prevent retargeting poisoning. The agent works across platforms and provides the documentation Google's own filters do not.

Is there a minimum spend threshold to make this worthwhile?

If you spend under $1,000/month on paid channels, the absolute recoverable amount may not justify the setup effort. Most teams see positive ROI at $5,000/month or more, where 15–20% recovery covers the agent cost many times over.