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Direct Answer: The SeaText AI JavaScript code is the client-side script you paste into your site's HTML to activate AI features like translation, CRO, and personalization. The API key (or account credential) is the server-side secret that ties that script to your SeaText account and authorizes it for a specific domain. You need both: the account gives you the key, the key validates the script, and the script runs the AI on visitors' browsers.
The JavaScript snippet is what you install on every page you want SeaText to touch. The API key (or account token) is the credential that proves the snippet belongs to your paid plan and your domain. Without the snippet, nothing runs in the browser. Without a valid key, the snippet stays inert.
| Criterion | JavaScript code (client-side snippet) | API key / account credential (server-side) |
|---|---|---|
| What it is | A <script> block you paste into theme.liquid (Shopify) or the equivalent head/body tag on other platforms. | A secret string issued when you create a SeaText account; linked to one primary domain. |
| Where it lives | In your site's front-end HTML, loaded by every visitor's browser. | Stored in your SeaText dashboard; never exposed in page source. |
| Primary role | Bootstraps the AI agents (translation, CRO, personalization, chat, etc.) and sends/receives data from SeaText servers. | Authenticates the script to your plan, enforces domain limits, and gates feature access. |
| Setup effort | One-time paste into layout file; save and publish. Shopify: Online Store → Themes → Edit code → Layout → theme.liquid. | Create account → verify domain → copy key from dashboard. One key per domain; separate accounts for dev/staging/production. |
| Security model | Publicly visible in page source; designed to be safe because it only executes allowed actions. | Must stay secret. If compromised, someone could burn your quota on another domain. |
| Multi-domain handling | Same snippet can be pasted on multiple sites, but each site needs its own valid key. | One account = one primary URL. For dev, staging, and prod you need three accounts (three keys). |
You copy the snippet from your SeaText dashboard (labeled SEATEXTCODEINTEGRATION) and paste it once into your site's main layout file. On Shopify that's theme.liquid inside the Layout folder. The script loads asynchronously, detects the page context, and activates the agents you've turned on in the dashboard — translation, CRO reading analysis, split URL testing, product copy optimization, personalization, chat, and more. The script remains inert until your account is active and the key validates.
Think of the snippet as the delivery vehicle. It carries the instructions for what agents to run)Skip. It also carries the logic for how to talk to SeaText servers. The snippet itself is not secret. Anyone can view it in your page source. That is fine because the snippet only knows how to ask for permission. It does not hold the permission itself.
The snippet fetches the current agent configuration from SeaText servers using your key. New agents you enable in the dashboard activate automatically. You do not need to update the snippet when SeaText releases new agents. The snippet is a stable entry point. The key is what changes when you move domains or rotate credentials.
When you sign up, SeaText creates an account bound to a single primary URL. That account issues the credential the snippet uses to call home. The credential enforces:
Because each account maps to one primary URL, you cannot share a single key across a development domain (localhost or *.ngrok.io), a staging subdomain, and production. You must create three accounts and paste the same snippet on each, but each snippet will validate against its own key.
The key is the gatekeeper. It decides if the snippet is allowed to run on this specific domain. It also decides which agents are available. If you upgrade your plan, the key unlocks new agents. If you downgrade, the key locks some agents. The snippet does not need to change. The key does all the work.
Layout/theme.liquid.</head> tag (or per SeaText's current instruction).For product-description-level optimization, SeaText also documents wrapping the description output in a data- attribute (see product.liquid or product-template.liquid), but the core difference between snippet and key remains the same.
Here is a more detailed walkthrough for the product description tag:
product.liquid or located within product-template.liquid).{{ product.description }}.data- attribute as documented by SeaText.data- attribute is present in the HTML source using your browser's developer tools.After installation, you need to confirm the snippet is actually running. Here are the steps:
Common console errors include 401 (unauthorized) or 403 (forbidden). These usually mean the key does not match the domain. The snippet is present but the key is not valid for this URL.
You can also verify the snippet is in the page source. View the page source (Ctrl+U on Windows, Cmd+Option+U on Mac) and search for SEATEXTCODEINTEGRATION. If you find it, the snippet is pasted correctly. If not, you pasted it in the wrong file or the wrong location.
For the product description tag, inspect a product page and look for the data- attribute in the HTML. If it is missing, the wrapping step was not done correctly.
Here are the most common issues and how to fix them:
theme.liquid inside the Layout folder. Check the file path.product.liquid and wrap the description output correctly.localhost for security. Use a real domain, even a cheap .dev or .app domain.Some platforms do not allow direct access to the layout file. Hosted builders, certain CMS platforms, and some website builders restrict theme code editing. In these cases, you can use a tag manager like Google Tag Manager to inject the snippet.
The snippet/key distinction still holds. You still need a valid key for the domain. The tag manager just handles the delivery of the snippet. The key still authenticates the script to your account.
Using a tag manager has some trade-offs. It adds an extra layer of complexity. You need to ensure the tag fires on every page. You also need to verify the tag loads before the page content renders. Some SeaText agents work best when the script loads early. A tag manager might delay the script load.
If you have access to the layout file, direct paste is simpler and more reliable. Use a tag manager only when you have no other option.
You will likely have at least three environments: development, staging, and production. Each needs its own SeaText account and key.
Here is the recommended setup:
dev.yourstore.com. Do not use localhost or dynamic tunnels like *.ngrok.io.staging.yourstore.com. Do not use dynamic preview URLs that change on every deploy.Each account has its own key. The snippet is the same. You paste the same snippet into each environment. The key validates against the correct domain.
Dynamic preview URLs are unreliable. If your staging URL changes on every deploy, SeaText cannot reliably associate traffic with your account. Use a fixed staging domain instead.
Choose the JavaScript snippet when you are doing the initial installation. It is the piece you physically place in your site. You need it to get anything running.
Choose the API key when you are managing access, environments, or security. The key is what you create, rotate, and protect. It is the credential that ties everything together.
In practice, you always need both. The snippet is the delivery mechanism. The key is the authorization. You cannot run SeaText without both.
If you are setting up a new site, start with the snippet. Paste it into your layout file. Then create the account and key for that domain. The snippet will validate against the key and start working.
If you are adding a new environment, focus on the key. Create a new account for the new domain. Paste the same snippet. The new key will authorize the snippet for the new domain.
If you are troubleshooting, check both. First verify the snippet is present. Then verify the key matches the domain. Most issues come from a mismatch between the two.
localhost for testing — SeaText restricts development URLs for security..dev or .app) for local testing.Direct Answer: Seatext AI works with all standard Shopify themes, including free and paid ones, because it only needs access to the theme’s code. Custom-built themes may need extra configuration steps. The key test is whether you can edit theme.liquid and paste a small JavaScript snippet.
Seatext AI works with all standard Shopify themes, including free and paid options, as long as you can edit the theme’s code. Custom-designed themes may require additional setup. The compatibility test is simple: can you open the theme editor and modify theme.liquid? If yes, Seatext AI can usually run on that theme.
| Fact | Detail |
|---|---|
| Snippet location | Paste into theme.liquid (Shopify) or global head/body on other platforms |
| Account-to-domain ratio | 1:1 — one SeaText account per primary URL |
| Multi-env requirement | Separate accounts (and keys) for dev, staging, production |
| Localhost support | Restricted; use a real domain |
| Snippet visibility | Public in page source; safe by design |
| Key visibility | Secret; rotate if exposed |
| Snippet updates | Remote; no manual re-paste needed |
| Key rotation | Regenerate in dashboard; snippet picks up new key on next load |
| Theme type | Setup effort | Customization flexibility | Limitations | Who it fits |
|---|---|---|---|---|
| Free Shopify theme (e.g., Dawn) | Low – follow the standard install steps | High – full access to layout files | None | Stores that want a fast, predictable setup |
| Paid Shopify theme (e.g., Prestige, Turbo) | Low – same steps as free themes | High – theme files are editable | None | Stores that want more design options without custom development |
| Custom-built theme | Medium-High – may need custom snippet placement | Very high – but requires developer help | Potential code conflicts; verify with developer | Stores with unique design requirements and developer support |
Seatext AI is an autonomous AI agent that adds SEO tags, rewrites copy, and personalizes content in real time. It runs in the browser after you embed a small JavaScript snippet into your Shopify theme.
The snippet is the bridge between your store and Seatext’s servers. When a visitor loads a page, the script reads the URL, visitor context, and campaign data. It then asks Seatext AI to replace or enhance headlines, product descriptions, CTAs, and meta tags.
Because the script runs client-side, it does not require changes to Shopify’s backend. That is why almost any theme can work. The main requirement is a stable place to load the script before the page finishes rendering.
Seatext AI stays inactive until you activate it. This means installing the snippet does not change your storefront by itself. You control which agents turn on and what they are allowed to edit.
Shopify themes are built from Liquid templates, CSS, JavaScript, and JSON configuration files. The central layout file is layout/theme.liquid. It wraps every page on your store.
Seatext AI’s standard install asks you to paste a JavaScript snippet just before the closing </head> tag. Any theme that lets you edit that file is compatible at a basic level.
All official Shopify themes, whether free or paid, allow code editing. The Theme Store sells themes from approved developers, and those themes also expose the Edit code screen.
Custom themes are different. A developer may build a theme with a non-standard file structure. The global head markup might live in a different file or be generated by a section. In that case, you need to find the right insertion point before the snippet can work.
Modern Shopify themes use sections and blocks. Dawn, for example, relies heavily on JSON templates. Older themes use templates like product.liquid and collection.liquid.
For most themes, the global snippet belongs in theme.liquid. This gives Seatext AI access to every page type: home, product, collection, cart, and CMS pages.
If a custom theme splits the head into multiple partials, you need to locate the partial that renders last. The goal is to load Seatext AI after the main theme scripts but before the content is displayed.
Some themes use async loading for third-party scripts. If Seatext AI loads too late, visitors may see unstyled content for a moment. The Seatext documentation recommends placing the snippet in the head, not the footer, to reduce flicker.
The same snippet works on both classic Liquid themes and newer Online Store 2.0 themes. The integration does not depend on theme blocks, so you do not need to install an app or add a section.
If you are choosing a theme before installing Seatext AI, consider these criteria:
Edit code screen and modify theme.liquid? If not, the standard install will fail.layout/theme.liquid file.</head> tag.data- attribute appears in the HTML source.For product descriptions, Seatext AI may need a second step. You must wrap the product description output with a specific tag. This is usually done in product.liquid or product-template.liquid. The exact location depends on your theme’s architecture.
If you use a theme with JSON templates, look for the section that renders the product description. You may need to edit a section file instead of the main product template.
Custom themes may have a different file structure or use sections that load asynchronously. In those cases:
head markup lives.The main trade-off is control versus convenience. A custom theme gives you complete control over design and performance. But it also creates more work when adding tools that need to hook into the page lifecycle.
You may also need to decide between a development domain and a production domain. Seatext AI restricts development URLs such as localhost. Each Seatext AI account is linked to a single primary URL. If you need to test on a staging subdomain like staging.yourstore.com, you must create a separate account for that domain.
Another practical trade-off is which agents to activate. Seatext AI includes many agents: SEO content, translation, A/B testing, personalization, and bot refunds. Each agent may rewrite different parts of the page. Start with one agent, verify it works on your theme, then add more.
Seatext AI runs JavaScript in the browser, so performance depends on your theme and hosting. A bloated theme with dozens of scripts will load slower regardless of Seatext AI.
To keep pages fast:
Theme updates can overwrite your changes. Shopify does not always preserve custom edits to theme.liquid when you click Update theme. After each update, re-check that the Seatext snippet is still present.
If you switch themes, install the snippet in the new theme’s theme.liquid file. The old theme’s snippet will not carry over automatically.
If Seatext AI does not appear to work after installation, follow this checklist:
data- attribute. If it is missing, the snippet was not added or was removed.Most compatibility issues are not actually about the theme. They come from using the wrong domain, placing the snippet in the footer, or forgetting to re-add it after a theme update.
| Fact | Source |
|---|---|
| Seatext AI is installed by editing the Shopify theme code. | S1 |
| The integration works on any theme that allows code editing. | S1 |
The snippet is placed in layout/theme.liquid before the closing </head> tag. | S1 |
| Each Seatext AI account is linked to a single primary URL. | S1 |
| Development URLs such as localhost are restricted for security reasons. | S1 |
head placement and consult the developer to resolve conflicts.theme.liquid file.theme.liquid, which exists in both classic and OS 2.0 themes.These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: The SeaText module does not appear in your Odoo apps list because SeaText is not an Odoo module. Instead, you add a JavaScript snippet to your Odoo website using the Embed Code block. To get started, log in to your SeaText account, copy the integration code, then paste it into the Embed Code block on your Odoo website editor. No app list installation is needed.
You download the SeaText file from your account, place it in your Odoo addons folder, and refresh the Apps list. Nothing appears. You enable developer mode, click "Update Apps List", still no module. This is a common point of confusion.
Many users spend hours checking file permissions, verifying the addons path, and restarting the Odoo service. The module simply never shows up because it does not exist as an installable Odoo module.
SeaText integrates with Odoo through a JavaScript snippet, not through a traditional Odoo module. The Odoo Apps list only shows modules that are installed via the addons directory. SeaText is not such a module. Instead, you add the snippet to your website using Odoo's built-in "Embed Code" block. This means you do not need to place any file in the addons folder.
The snippet approach was chosen deliberately. A traditional Odoo module requires server-side installation, database migrations, and version-specific compatibility testing. A JavaScript snippet runs in the browser, works across Odoo versions, and updates automatically when SeaText improves its AI models. You get new features without upgrading Odoo or waiting for module releases.
Follow these steps to install SeaText on your Odoo website:
According to the official SeaText Odoo integration guide, the Embed Code block lives under the "Dynamic Content" section of the Blocks panel. After placing the block, you click the "Edit" button in the right panel to input the code, then save. The "Hide on Desktop" option is in the "Visibility" section.
Many users expect SeaText to appear as a module in the Apps list because they are used to installing Odoo modules that way. SeaText is designed differently – it runs as a lightweight snippet on your website. If you placed a file in the addons folder, you can remove it. It will not make SeaText appear in the apps list.
This mistake stems from a mental model mismatch. Odoo's module system is powerful for backend features like accounting, inventory, or CRM. But for frontend website widgets that need to run on every page load without server-side logic, a snippet is simpler and more reliable. The snippet loads asynchronously, so it never blocks page rendering.
localhost are restricted for security reasons).The domain requirement is important. SeaText ties each account to a single primary URL. This prevents abuse and ensures accurate analytics. If you run multiple Odoo websites on different domains, you need separate SeaText accounts. Subdomains count as separate domains unless configured otherwise.
If you have followed the steps and the SeaText widget does not show up on your site:
localhost or dynamic dev domains may not work properly.Dynamic development domains (like those from ngrok or temporary staging environments) often fail because SeaText cannot reliably associate traffic with your account. Use a real domain with proper DNS for testing.
When a visitor loads your Odoo page, the browser executes the SeaText snippet. The snippet creates a lightweight connection to SeaText's AI infrastructure. It analyzes visitor behavior — scroll depth, dwell time, click patterns — and dynamically rewrites page elements to match the visitor's intent.
For example, if a visitor arrives from a Google Ads campaign for "CRM software for small business", the snippet can rewrite your headline, value propositions, and call-to-action to match that search term. This happens in milliseconds, before the visitor sees the page. The AI agents run continuously, testing variants and allocating traffic to winners automatically.
This architecture means zero server load on your Odoo instance. All AI processing happens on SeaText's infrastructure. Your Odoo database and Python workers are untouched.
While the snippet method is fast and version-agnostic, it has trade-offs:
If you need deep backend integration — like creating leads in Odoo CRM from chat conversations — you would need a custom module or webhook bridge. SeaText's free AI Website Chat agent can capture leads, but pushing them into Odoo requires additional setup.
| Scenario | Recommended Approach | Reason |
|---|---|---|
| Standard Odoo Website, want AI copy optimization | JavaScript snippet via Embed Code | Fastest setup, zero maintenance, works across Odoo versions |
| Multiple Odoo websites on different domains | Separate SeaText account per domain | Each account tied to one primary URL for analytics and billing |
| Need to push chat leads into Odoo CRM | Snippet + webhook or custom module | Snippet captures lead, webhook sends to Odoo endpoint |
| Strict CSP blocking external scripts | Adjust CSP or use self-hosted proxy | Snippet loads from SeaText CDN; CSP must allow it |
| Development on localhost | Use real domain (ngrok tunnel with fixed domain) | SeaText restricts localhost for security |
| Fact | Details |
|---|---|
| Installation method | JavaScript snippet via Odoo Embed Code block |
| Required account | SeaText AI account (free trial available) |
| Odoo version support | Odoo 12+ (Website module required) |
| Time to install | Under 1 minute |
| Multiple domains | Separate SeaText account per domain |
| Security note | Development URLs restricted; use real domains |
| AI agents included | 20+ autonomous agents (CRO, SEO, Translation, Ads, Chat, Bot Protection) |
| Performance impact | Lightweight, async load, no blocking |
No. The integration does not require developer mode. You only need to edit the website page using the standard Website editor.
No. Each SeaText account is linked to a single primary URL. If you have multiple Odoo sites on different domains, create a separate SeaText account for each.
Remove it. It will not cause issues, but it is unnecessary. The SeaText module is not a traditional Odoo module.
No. The snippet is lightweight and loads asynchronously. It becomes active only when triggered by visitor behavior.
Delete the Embed Code block from the page editor. The snippet will stop working immediately.
SeaText offers a free trial. After the trial, you need a paid subscription. Check the pricing page on the SeaText website for details.
Yes. The Website Translation agent supports 125 languages with zero code. It translates entire pages dynamically while preserving layout and functionality.
Yes. The snippet operates on the rendered HTML. As long as your theme outputs standard HTML, SeaText can analyze and rewrite content. Highly customized JavaScript-heavy themes may need testing.
SeaText processes visitor behavior data to optimize content. Review SeaText's privacy policy and data processing agreement for compliance details. The snippet does not collect personally identifiable information by default.
Yes. SeaText's AI A/B Testing agent automatically generates variants and uses multi-armed bandit allocation to send most traffic to winners. You can also run manual split tests.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: The most frequent integration mistakes are skipping field-level data mapping, ignoring API rate limits, and deploying straight to production without a staging test. Strategic errors include vague objectives, poor change management, and underestimating data cleanup. SeaText's Odoo integration uses a JavaScript snippet placed via the Website module's Embed Code block, which must be hidden on desktop and tested before activation.
Odoo runs core business processes — sales, inventory, accounting, manufacturing — so an AI integration that breaks data flow or slows pages affects revenue directly. A failed integration also wastes the license cost and the team's time. The mistakes below appear across industries and company sizes because they stem from how Odoo's architecture and typical AI tool requirements intersect.
AI tools expect clean, named fields (product_name, price, sku, category). Odoo models often use technical names (product.template, product.product) with relational fields that don't map 1:1. If you push raw Odoo records without a mapping layer, the AI receives nested objects, empty relations, or internal IDs it cannot use.
Odoo's external API (XML-RPC or JSON-RPC) enforces limits per session and per database. Sending thousands of product records in one loop triggers throttling or timeouts. The fix is to chunk requests, respect retry-after headers, and monitor the Odoo log for "rate limit exceeded" errors.
SeaText's own integration guide shows the snippet is placed via the Website module's "Embed Code" block under Dynamic Content, then hidden on desktop using the Visibility setting. That step must be validated in a staging Odoo instance first. A staging test catches JavaScript conflicts with the theme, CSP header blocks, and incorrect snippet placement before live traffic sees them.
Each SeaText account is linked to a single primary URL. Development URLs such as localhost are restricted. Teams that copy the production snippet into a dev or staging domain see the AI stay inert. The correct pattern: create a separate SeaText account per domain and swap the snippet per environment.
"Add AI to Odoo" is not a goal. A measurable objective looks like: "Reduce product description write time by 60% for 5,000 SKUs in Q3" or "Increase Google Ads landing page conversion by 15% via keyword-matched copy." Without a target, you cannot choose the right agent, set success criteria, or justify the spend.
AI output quality tracks input quality. If Odoo product records have missing descriptions, inconsistent attribute sets, or duplicate SKUs, the AI will amplify those flaws across generated copy, translations, or personalization variants. A data audit — completeness, consistency, deduplication — should precede any agent activation.
Content teams, marketers, and ecommerce managers must trust the AI's suggestions before they adopt them. Rolling out autonomous agents without a review workflow, approval gates, or A/B test visibility creates resistance. Start with a "human-in-the-loop" mode where the AI proposes and the team approves, then graduate to full autonomy per agent.
SeaText agents such as Ecommerce Product Copy, Google Ads Landing Page AI, and AI Personalization Agent read live page content and visitor context. If Odoo's product feed, price lists, or stock status are cached or delayed, the AI rewrites based on outdated information. Ensure the data pipeline refreshes at a frequency that matches your business cycle (hourly for flash sales, daily for catalog updates).
When you activate agents like AI Split URL Testing or Conversion Relay (CAPI), the platform forwards purchase events to Meta and Google. If staging traffic hits the same pixel, you pollute conversion data and risk incorrect attribution. Use separate pixels or CAPI endpoints per environment.
Odoo stores translations per field per language. SeaText's Website Translation agent translates the rendered page in 125 languages with zero code, but it works on the front-end HTML. If your Odoo theme renders language-specific blocks conditionally, the translator may miss hidden variants. Verify the rendered DOM in each language before enabling full-site translation.
SeaText offers 20+ autonomous agents (CRO Optimizer, Bot Protection, Scroll Slowdown, ChatGPT Brand Visibility, etc.). Activating them simultaneously makes it impossible to isolate which agent drives a metric change. Enable one agent, measure for a full traffic cycle, then add the next.
The SeaText snippet loads external scripts. If your Odoo instance or reverse proxy sets a strict Content-Security-Policy without the SeaText domains, the snippet fails silently. Add the required script-src and connect-src directives before pasting the Embed Code block.
Conversion Relay (CAPI) forwards 100% of real purchases to Meta and Google. Odoo may fire the same purchase event from the website checkout and from the backend order confirmation. Without a deduplication ID (event_id), the ad platforms count duplicates, inflating reported ROAS. Map Odoo's sale.order ID to the CAPI event_id field.
SeaText installs on Odoo via a JavaScript snippet. The steps from the official integration page:
Critical constraints from the source pack:
| Fact | Detail | Source |
|---|---|---|
| Installation method | JavaScript snippet via Odoo Website > Embed Code block | S1 |
| Visibility setting | Hide on Desktop required | S1 |
| Account-domain binding | One SeaText account per primary URL | S1 |
| Development domains | localhost and dynamic dev domains restricted | S1 |
| Agent activation | Done in SeaText dashboard after snippet install | S1, S2 |
| Available agents | 20+ including CRO, Translation, Google Ads, Bot Protection, CAPI | S2, S3, S6 |
This article covers mistakes observed in the SeaText-Odoo integration pattern and general AI-Odoo integration patterns from public discussions. It does not cover custom Odoo module development, on-premise Odoo.sh network restrictions, or ERP-wide AI embeddings (e.g., training a model on accounting journals). For those scenarios, engage an Odoo technical consultant.
No. Each SeaText account is linked to a single primary URL. Create a separate account for each domain (staging, production, regional sites).
The AI remains inert. The snippet loads but performs no rewrites, translations, or tracking until you enable agents in the SeaText dashboard.
Use a staging Odoo instance with its own SeaText account. Place the snippet via Embed Code, hide on desktop, then activate agents in the staging SeaText dashboard. Verify rewrites, translations, and CAPI events before replicating to production.
No. SeaText operates on the rendered front-end HTML and visitor context. It does not query Odoo's database or API directly. Ensure your Odoo theme exposes the data (prices, stock, attributes) in the page DOM.
Add SeaText's script and connection domains to your Content-Security-Policy script-src and connect-src directives. Without this, the snippet loads but cannot execute.
Map Odoo's sale.order ID to the CAPI event_id field so Meta and Google deduplicate events fired from both the website checkout and backend confirmation.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: To add SeaText code to your Wix site, go to Settings, scroll to Custom Code under the Advanced section, click + Add Custom Code under the Head area, paste your SeaText JavaScript snippet, choose All pages, select Load code on each new page, and click Apply.
Direct answer: To add SeaText code to your Wix site, log in to your Wix dashboard, open Settings, scroll to the bottom and click Custom Code under the Advanced header. Click + Add Custom Code under the Head section. Paste your SeaText JavaScript snippet into the pop-up, set Add Code to Pages to All pages, choose Load code on each new page, and click Apply. Your site must be on a paid Wix plan to access this menu.
Installing SeaText on Wix is a short copy-and-paste job, but a few small choices affect whether the AI can rewrite your pages in real time. The placement, the loading rule, and the verification step all matter. The guide below walks through the full process and explains why each step is set up the way it is.
SeaText is an AI layer that sits on top of your website and adapts content to each visitor. It reads signals like the Google Ads keyword, the referring campaign, or the visitor's location. It then rewrites headlines, offers, product blocks, or calls to action so the page feels built for that specific visit. Common use cases include:
For all of this to work, the script has to be present on every page and it has to load before the page paints. That is the reason the install steps are so specific.
Two things must be true before you install SeaText on Wix:
Have your SeaText JavaScript snippet ready to copy. You will paste it into Wix without edits.
Follow these steps in order. The install is done from your Wix dashboard, not from the Wix Editor.
<head>.Wix may take a minute to propagate the new code across your site. After it does, move on to verification.
SeaText needs to load before the rest of the page renders. The <head> section is the only part of the page that is parsed before the visible content paints. If the script lives there, it can prepare visitor-specific rewrites in advance. If the script loads too late, the visitor sees the original page for a split second before SeaText swaps in the personalized version. That brief flash is called flicker.
Several SeaText features depend on zero-flicker behavior. Real-time landing page rewrites for Google Ads, zero-flicker split URL testing, and personalized product copy all need the script ready before the page draws. Placing the snippet in the head and choosing Load code on each new page ensures that on every navigation, SeaText has the chance to act before the visitor sees anything.
Once the snippet is live, SeaText does not turn itself on by itself. It waits for a signal from a real visitor session to confirm the install worked. The handshake has three parts:
If ten minutes pass and your site name still does not appear, contact SeaText support. There may be an install issue on your platform, and a human can check the logs.
Run through this short list before you contact support. It covers the most common reasons an install does not register.
If every box is checked and the site name is still missing after ten minutes, reach out to support with a screenshot of your Custom Code panel.
SeaText treats each account as a single primary URL. This is a security and data-integrity choice. A few rules follow from it:
| Requirement | Detail |
|---|---|
| Wix plan | Paid plan required for Custom Code access. |
| Where to find the menu | Settings, scroll to the bottom, under Advanced, click Custom Code. |
| Snippet placement | + Add Custom Code under the Head section. |
| Page coverage | Add Code to Pages set to All pages. |
| Loading rule | Load code on each new page. |
| Activation | Visit the site several times; stay at least 40 seconds. |
| Confirmation | Site name appears next to SeaText logo within about five minutes. |
| If nothing appears | Wait ten minutes, then contact SeaText support. |
| Multiple domains | One SeaText account per primary domain. |
| Development URLs | Localhost and dynamic URLs are restricted. |
Wix controls where and how custom code runs. That brings a few practical limits:
These limits exist so that traffic, conversions, and AI rewrites can be tied back to a single source of truth. They also keep ad integrations like Conversion Relay accurate.
Once your site name shows next to the SeaText logo, the install is done. The next steps are about which AI agents to turn on:
No. The install is a simple copy-and-paste process. You do not edit the script itself. Once it is in the head section, SeaText runs on its own.
No. The Custom Code menu for head and body snippets lives in the Wix dashboard under Settings. The Wix Editor is for design changes, not for site-wide head code.
You will not see the Custom Code menu. Wix locks custom code behind paid tiers. You need to upgrade your Wix plan before installing SeaText.
Open a few different pages on your live Wix site, view the page source, and search for a small unique string from the SeaText snippet. If it appears on each page, the install covers everything.
First, clear your browser cache and reload. Then re-check that the snippet is in the Head section, not the body, and that All pages is selected. If it still does not load, open the Wix Custom Code panel and confirm the entry is saved with status Applied.
Plan on about five minutes after your 40-second dwell session. If ten minutes pass with no site name next to the SeaText logo, contact support.
Yes. Create one SeaText account per primary domain. Each account stays bound to its own site, and reports stay separate.
Localhost and other dynamic development addresses are restricted for security reasons. SeaText needs a real, stable domain to associate traffic and conversions with your account.
The script is small and loads from the head, so it runs alongside the rest of the page setup. Most sites see no visible slowdown. The head placement also helps avoid flicker when pages are rewritten.
SeaText stops receiving data from your site. Personalization, rewrites, and split tests all stop. Your SeaText account and reports remain in place, ready to reconnect if you re-add the code.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: Yes, you can test SeaText AI on a staging Odoo domain, but only if that domain is publicly accessible and you create a separate SeaText account for it. Localhost and dynamic development URLs are restricted for security reasons, so use a real, valid staging domain.
You can test SeaText AI on a staging Odoo domain before going live. The key requirement is that the staging domain must be publicly accessible — not localhost, not a private internal URL, and not a dynamic development subdomain that changes frequently.
You also need a separate SeaText account for the staging domain. Each SeaText account is linked to a single primary URL, so you cannot use your production account to test on staging. Create a second account for the staging domain, install the script there, and run your tests.
Testing on staging protects your live site from unexpected changes. SeaText AI agents rewrite copy in real time, run A/B tests, and adjust content based on visitor behavior. If something goes wrong — a bad variant, a translation error, or a script conflict — you want that to happen on staging, not on a page your customers are using.
Staging also lets you verify that the script works correctly with your Odoo theme, your other JavaScript, and your content structure before you commit to production.
SeaText has specific requirements for any domain you want to use, including staging domains:
Staging is ideal for testing most SeaText features before production:
Some things only make sense on production:
| Requirement | Detail |
|---|---|
| Staging domain supported? | Yes, if publicly accessible |
| Localhost allowed? | No — restricted for security |
| Dynamic dev domains? | May not function properly |
| Separate account needed? | Yes — one account per domain |
| Script installation method | Embed Code module in Odoo Website editor |
| AI activation | Remains inert until activated |
If your staging environment is behind a VPN, requires authentication, or is only accessible from your internal network, SeaText won't work there. The script needs to load in a browser that SeaText can associate with your account, which requires public accessibility.
If you cannot make your staging domain publicly accessible, consider using a separate production-like test domain instead. Create a new SeaText account for that domain, test there, then switch to your real production domain when ready.
Yes. Each SeaText account is linked to a single primary URL. To test on staging, create a separate account for that staging domain.
No. Development URLs such as localhost are restricted for security reasons. Use a real, valid domain instead.
Dynamic development domains may not function properly. SeaText might be unable to reliably associate traffic with your account. Use a stable staging URL.
No. The installation process is secure, and the AI remains inert until activated. You need to activate the agents you want to use from your SeaText dashboard.
You can test the functionality, but you won't see real results because staging domains typically don't receive paid ad traffic. The rewriting happens based on the keyword that triggered the ad click, which requires real ad traffic.
Installation takes under a minute once you have your SeaText account and code snippet. The Odoo integration involves dragging the Embed Code module and pasting the code — about five steps total.
Create a new SeaText account for your production domain, install the script there, and activate the agents you need. Your staging account remains separate and can be used for future testing.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: To connect SeaText with Odoo, you need an active Odoo account with administrative access to the Website module, and a SeaText AI account to obtain the JavaScript integration code. No coding skills are required—just drag and drop the embed code block into your Odoo page.
To connect SeaText with Odoo, you need an active Odoo account with administrative access to the Website module, and a SeaText AI account to obtain the JavaScript integration code. No coding skills are required—just drag and drop the embed code block into your Odoo page.
SeaText deploys autonomous AI agents that work in real time to increase website conversion rates, recover ad spend lost to bot traffic, and continuously optimize every visitor journey. When connected to Odoo, these agents can adapt your site content to match each visitor's intent, rewrite landing pages for Google Ads keywords, and even shape what AI assistants like ChatGPT recommend about your brand.
The Conversion Agent adapts your landing page in real time to match each Google Ads keyword and visitor intent, turning more visitors into customers. The ChatGPT Brand Visibility Agent shapes what LLMs recommend about your products, bringing in more AI-referred buyers. The Free AI Website Chat acts as an autonomous sales chat agent that books and closes visitors.
These capabilities matter because most websites only cover 1-5% of search demand in their industry. SeaText builds long-tail FAQ and answer pages so buyers can find your brand in search results, Google AI Overviews, and AI-assisted research. This is especially valuable for Odoo-powered e-commerce and business sites that need to scale content without manual localization projects.
Connecting SeaText to your Odoo site is straightforward, but there are a few specific requirements you must meet before you start. These are the non-negotiable items that determine whether your setup is compatible.
Use this checklist to verify your current setup before attempting the integration. Each item is a must-have for a successful connection.
| Requirement | Status |
|---|---|
| Odoo account with access to the Website module | ☐ |
| Administrator or editor rights in Odoo | ☐ |
| SeaText AI account (free to create) | ☐ |
| SeaText JavaScript code snippet ready | ☐ |
| Ability to edit an Odoo page and add an “Embed Code” block | ☐ |
| Website is live on a public domain (no localhost) | ☐ |
If you checked all boxes, you’re ready to proceed. If any are missing, resolve them first—the integration will fail otherwise.
Once you meet the requirements, the actual setup takes less than a minute. Here’s a quick overview of the steps, based on the official SeaText Odoo integration guide.
SeaText will now be active on your Odoo site. The AI remains inert until you activate it from your SeaText dashboard, so your content is safe during setup.
The drag-and-drop setup makes this integration accessible to non-technical users. However, there are trade-offs to consider. The simplicity of placing the embed code comes with the limitation of one SeaText account per domain. If you manage multiple Odoo sites, you need a separate account for each. This is a security measure to ensure accurate traffic attribution.
Another trade-off is between having AI agents active on your site and the lightweight performance impact. The JavaScript snippet is lightweight and only activates when you enable agents from your SeaText dashboard. It won’t slow down your site. But once agents are active, they continuously analyze visitor behavior and rewrite content in real time. This delivers powerful personalization but requires trust in the AI’s decisions.
| Fact | Detail |
|---|---|
| Time to install | Under 1 minute |
| Coding required | None – all done via drag-and-drop and paste |
| Odoo module needed | “Website” module (included in most plans) |
| SeaText account needed | Yes – free to create |
| Multiple domains | Each domain requires a separate SeaText account |
| Development URLs | Not supported – use a live domain |
While the integration is simple, keep these limitations in mind to avoid surprises.
If something goes wrong during or after setup, these are the most common problems and how to fix them.
1. Do I need technical skills to connect SeaText with Odoo?
No. The process is drag-and-drop with a simple paste of a code snippet. No coding or development experience is required.
2. Can I use the same SeaText account for multiple Odoo websites?
No. Each SeaText account is linked to a single primary domain. For multiple websites, create a separate account for each.
3. What if my Odoo site is on a development domain like localhost?
SeaText does not support localhost or dynamic development URLs. You need a real, publicly accessible domain.
4. How long does the integration take?
Once you have the requirements ready, the integration itself takes under one minute.
5. Will adding SeaText affect my Odoo site’s performance?
The JavaScript snippet is lightweight and only activates when you enable agents from your SeaText dashboard. It won’t slow down your site.
6. Can I remove the integration later?
Yes. Simply delete the embed code block from your Odoo page, or deactivate the agents from your SeaText account.
7. Is there a free trial for SeaText?
Yes, SeaText offers a free 1-month pilot trial. You can test the integration without any upfront cost.
8. How does SeaText interact with other Odoo apps?
SeaText operates through a JavaScript snippet placed on your website pages. It does not directly integrate with Odoo’s backend apps like Sales, Inventory, or Accounting. However, because it rewrites on-page content in real time, it can enhance the customer-facing experience of any Odoo app that renders content on your website, including e-commerce product pages, blog posts, and contact forms.
9. What happens if I switch my Odoo domain?
If you change your Odoo site’s domain, your existing SeaText account will no longer match. You must create a new SeaText account for the new domain and repeat the embed code setup. SeaText restricts each account to a single primary URL for security and accurate traffic attribution, so domain changes require a fresh account.
10. Can I control which AI agents are active on my Odoo site?
Yes. After installing the embed code, you activate individual agents from your SeaText dashboard. You can turn agents on or off at any time without touching the code on your Odoo site.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: No, you do not need to restart your Odoo server after updating the SeaText JavaScript snippet. SeaText integrates through Odoo's website builder using an Embed Code block, which is a frontend-only change. The update takes effect once you save the page and clear the website cache if needed.
No, you do not need to restart your Odoo server after updating the SeaText code. SeaText integrates by pasting a JavaScript snippet into an Embed Code block inside Odoo's website editor. That operation lives entirely in the frontend; Odoo serves the updated page immediately after you click Save.
The only step that sometimes helps is clearing Odoo's website cache (or your browser cache) so visitors see the new script right away. A full server restart is only required when you change Python modules (.py files) or modify the database schema — neither of which happens when you update a SeaText snippet.
SeaText does not install a Python module on your Odoo server. Instead, you copy a JavaScript snippet from your SeaText dashboard and paste it into an Embed Code block under Dynamic Content in the website editor. The snippet loads SeaText's AI agents from SeaText's cloud infrastructure. Your Odoo instance simply serves the HTML page that contains the script tag.
Because no server-side code changes, Odoo does not need to reload models, regenerate assets, or restart workers. The change is comparable to editing a text block or swapping an image — it is reflected the moment the page is saved and published.
When you drag an Embed Code block onto a page and paste the SeaText snippet, Odoo stores that block as part of the page's XML/HTML structure in the database. The website renderer reads that structure on every request and streams the resulting HTML to the browser. Updating the block content updates the stored structure; the next page view includes the new script automatically.
Odoo's website cache (controlled by website.cache or the Clear cache button in the editor toolbar) may serve a stale version for a short time. Clicking Clear cache in the editor or waiting for the cache TTL to expire is usually enough. No systemctl restart odoo is involved.
Restarting the Odoo service is necessary only for changes that affect the Python runtime or the database schema:
.py) in custom or third-party modules.po) that are loaded at server startodoo.conf)SeaText's JavaScript snippet touches none of these. It is a static asset reference embedded in a page template.
That is the entire process. No terminal access, no systemctl, no database migration.
Odoo caches rendered pages to improve performance. The cache key includes the page URL and the current website. When you save a page, Odoo invalidates that page's cache entry automatically in most versions. However, if you have a reverse proxy (Nginx, Cloudflare, Varnish) or a CDN in front of Odoo, those layers may hold their own cached copies.
?v=2) if you control the proxy config.None of these layers require an Odoo service restart.
Clear Odoo's website cache first. If the problem persists, check whether a front-end proxy or CDN is caching the page. Purge that cache or wait for its TTL to expire.
Odoo's website builder lets you edit layout elements in Customize mode. Ensure you saved the layout change, not just a single page. Then clear the website cache.
If you ever install a proper Odoo module (Python + XML) for SeaText, that does require a server restart after installation or upgrade. The JavaScript embed method described here does not.
| Aspect | Detail |
|---|---|
| Integration method | JavaScript snippet in Embed Code block (Dynamic Content) |
| Server-side changes | None |
| Restart required | No |
| Cache clear recommended | Yes, via editor toolbar or incognito test |
| When restart is needed | Python module changes, model changes, config changes |
| Source | SeaText Odoo Integration guide (S1) |
No. The snippet is plain JavaScript stored in the page content. No module upgrade is involved.
Usually yes, once Odoo's page cache invalidates (on save) and any front-end proxy cache expires. Use the Clear cache button in the editor for immediate effect.
Editing template files (.xml or .html) under a custom theme module requires a server restart (or at least a module upgrade) because Odoo loads those templates at startup. The Embed Code block method avoids this entirely.
Yes. Each website can have its own Embed Code block with a different SeaText snippet (each snippet is tied to a SeaText account/domain). Manage them independently in each website's editor.
Yes. The embed-code method works on any Odoo edition that includes the Website app, including SaaS and Odoo.sh, because it requires no server-side installation.
Visitors may see the old snippet until the cache TTL expires (typically a few minutes to an hour depending on configuration). No functionality breaks; it is only a timing issue.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: Yes, you can integrate Seatext with Odoo by yourself. The official integration uses a JavaScript snippet and Odoo's built-in Embed Code block, so no developer or advanced coding skills are required. You need a SEATEXT AI account, the correct domain, and a few minutes of editing time.
Yes, you can integrate Seatext with Odoo by yourself. The official integration uses a JavaScript snippet and Odoo's built-in Embed Code block, so you do not need a developer or advanced coding skills. You need a SEATEXT AI account, the correct domain, and a few minutes of editing time.
This guide walks through the exact steps, what to check before you start, and the restrictions that catch people out.
Seatext is an AI marketing platform that can rewrite page copy, translate content, personalize offers, and run other agents on your website. To do that, it needs a small JavaScript snippet on your site.
Odoo's website builder includes an Embed Code module under Dynamic Content. That module is the bridge. You paste the Seatext snippet into it, save the page, and the script loads with the page.
The installation process is secure, and the AI remains inert until activated. That means adding the snippet does not change your content by itself.
If you skip the account setup or paste the snippet on the wrong domain, the integration may not work. If you use localhost, it may not function at all. So the setup details matter more than the code.
You do not need to know JavaScript. You only copy and paste.
Follow these steps in order. The first two happen in Seatext. The rest happen in Odoo.
That is the whole install. The integration page confirms: "You have now successfully installed SEATEXT AI on your website using JavaScript."
After you save the page, reload it in your browser. If you hid the block on desktop, you will not see it on a normal desktop view. That is expected.
To confirm the snippet is present, view the page source and look for the Seatext script. You can also check the page in a mobile view, because the Hide on Desktop setting only hides it on desktop.
If the script does not appear, go back to the Embed Code module and confirm you pasted the full snippet and clicked Save.
| Mistake | Why it happens | Fix |
|---|---|---|
| Pasting the snippet on the wrong domain | Each account is linked to one primary URL | Create a separate account for each domain you use |
| Testing on localhost | Development URLs are restricted for security | Use a valid, real domain |
| Using a dynamic development domain | Seatext may not associate traffic reliably | Use a stable domain that matches the account |
| Forgetting to click Save | The module stays in edit mode | Click Save after pasting the code, and again after visibility changes |
| Looking for the block on desktop after hiding it | Hide on Desktop removes it from desktop view | Check mobile view or page source |
The self-service integration works for standard Odoo website pages that expose the Embed Code module. It is not a custom-coded integration, and it does not require changes to Odoo's core files.
There are a few limits from the official integration guide:
If your Odoo setup uses a custom page type that does not show the Embed Code block, this exact path may not apply. In that case, a developer familiar with Odoo's website builder can help place the snippet in the template.
| Fact | Detail |
|---|---|
| Installation method | Paste a JavaScript snippet into Odoo's Embed Code module |
| Account required | Yes, a SEATEXT AI account is required before install |
| Security | Installation is secure; the AI remains inert until activated |
| Domain rule | Each account is linked to a single primary URL |
| Multiple domains | Create separate accounts for each domain |
| Development URLs | localhost is restricted; use a valid real domain |
From an implementation standpoint, the code is the easy part. The account and domain setup is where most issues start.
Before you paste anything, confirm the exact URL of the page or site you are installing on. If the snippet belongs to an account for a different domain, the script may load but Seatext may not associate the traffic correctly.
Also check whether you are on a dynamic development domain. Those can be unstable. The integration guide warns that Seatext might not reliably associate traffic with your account in that case.
Finally, remember that the AI stays inert until activated. So after a successful install, you still need to activate the agents you want. The integration step and the activation step are separate.
No. You copy the snippet from Seatext and paste it into Odoo's Embed Code module. No coding is required.
No. The standard Odoo integration is designed for self-service. A developer is only useful if your Odoo pages do not expose the Embed Code module or you need a custom setup.
No. Development URLs such as localhost are restricted for security reasons. Use a valid, real domain.
Create a separate SEATEXT AI account for each domain. Each account is linked to a single primary URL.
Yes. The integration guide says the installation process is secure and the AI remains inert until activated.
Look under Dynamic Content in the Blocks panel. If your Odoo version or theme does not show it, you may need help from someone familiar with Odoo's website builder.
The self-service path covers most Odoo websites. You might still want help if:
In those cases, a developer or someone familiar with Odoo's website builder can save you time. For the standard single-page install, you can do it yourself.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: SeaText differs from traditional personalization tools by rewriting landing page text in real time to match each visitor's exact Google Ads keyword, rather than applying broad segment-based rules. It detects keywords from URL parameters automatically, lets you choose which keywords to optimize, and shows you the AI-generated copy before it goes live. Traditional tools typically rely on predefined audience segments, manual rule creation, and static page variations.
SeaText rewrites your landing page copy in real time to match the specific keyword a visitor searched on Google Ads. Traditional personalization tools apply broad rules to audience segments — like showing different content to "returning visitors" or "mobile users" — but they don't adapt the page to the exact search term that brought someone there.
The practical difference: with SeaText, a single landing page becomes thousands of keyword-matched variations automatically. With traditional tools, you build and maintain separate page versions for each segment you define.
SeaText connects to your Google Ads campaigns through URL parameters. When someone clicks an ad, the keyword that triggered the ad passes into the URL. SeaText reads that parameter and rewrites the page headline, body copy, offer language, and calls to action to mirror the search intent — all before the page fully renders.
You control which keywords get personalized. The dashboard shows every keyword your ads appear for. You pick the ones you want SeaText to optimize. For each selected keyword, you see the AI-generated rewrite instantly. You can approve it, edit it, give the AI feedback on tone or emphasis, or turn optimization off for that keyword entirely.
Traditional tools work differently. They typically require you to define segments first — by geography, device, referral source, behavior score, or CRM data — then create separate content variations for each segment. The personalization engine serves the right variation based on which segment the visitor falls into. This works well for broad audience differences but misses the granular intent signaled by a specific search query.
| Criterion | SeaText | Traditional Personalization Tools | Takeaway |
|---|---|---|---|
| Primary trigger | Exact Google Ads keyword from URL parameter | Predefined audience segments (geo, device, behavior, CRM) | SeaText matches search intent; traditional tools match visitor attributes |
| Setup effort | Add script, connect Google Ads, select keywords to optimize | Define segments, build content variations, map rules to pages | SeaText is faster to activate for keyword-level personalization |
| Content creation | AI generates keyword-matched copy; you review and edit | You write or manage every variation manually | SeaText reduces copywriting workload for long-tail keywords |
| Granularity | Per-keyword (thousands possible) | Per-segment (typically 5-20 segments) | SeaText covers long-tail keywords traditional tools ignore |
| Control & visibility | See every AI rewrite before it goes live; edit or disable per keyword | Review segment-level variations; less visibility into individual visitor experience | SeaText gives finer oversight |
| Quality Score impact | Improves Google Ads Quality Scores by matching landing page to keyword | Indirect benefit if segment relevance improves engagement | SeaText directly targets Quality Score factors |
| Bot protection & ad refunds | Built-in bot detection and forensic reports for Google/Meta refund claims | Rarely included; usually separate security tools | SeaText adds ad spend recovery |
Most traditional personalization platforms fall into a few categories:
All these approaches share a limitation: they personalize based on who the visitor is or what they've done, not what they just searched for. That gap matters most for paid search traffic where the keyword reveals immediate purchase intent.
SeaText is purpose-built for teams running Google Ads campaigns who want each keyword to land on a page that speaks its language. It fits these scenarios:
If your personalization needs center on known-customer journeys — upselling based on purchase history, showing account-specific pricing, or orchestrating multi-channel campaigns — a traditional CDP or journey platform remains the better fit.
Traditional tools typically require a longer setup: segment definition, content creation for each variation, rule mapping, QA across devices, and ongoing experiment management.
SeaText includes an AI Split URL Testing agent (0ms zero-flicker) and AI Copy A/B Testing agent that generates variants and scales winners. For teams focused on keyword-level conversion optimization, it can replace a separate testing tool. For complex multi-page funnel experiments or server-side testing, a dedicated platform may still be needed.
The core keyword-matching engine reads Google Ads URL parameters. Organic keywords are not passed in URLs due to privacy changes. The Visitor Source Rewrite agent can match landing page headlines to referrer campaigns (Google, Meta, email), but it doesn't have the exact keyword for organic visits.
You see every rewrite before it goes live. You can edit the copy manually, give the AI instructions ("more formal," "emphasize price"), or disable optimization for that specific keyword. The AI learns from your edits.
The rewrite happens in real time before the page renders. SeaText claims zero-flicker performance. Actual impact depends on your site's existing scripts and server response time. Test in staging before full rollout.
SeaText offers a free tier covering up to 5 keywords. Paid plans scale with keyword volume and agent activation. Check current pricing for volume thresholds.
Yes. SeaText runs as an independent script. It can coexist with CDPs, CMS personalization, or testing tools. Coordinate so multiple systems don't rewrite the same page elements simultaneously.
Conversion lift per keyword, Quality Score trends, bot detection logs, and forensic reports for ad platform refund claims. The dashboard shows before/after performance for each optimized keyword.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: Create a separate SeaText AI account for each Odoo website domain, then use consistent naming conventions and a shared folder structure to keep content distinct. This prevents cross-site confusion and lets each site's AI agents work with the right data.
SeaText AI links each account to a single primary URL. If you run multiple Odoo websites, you must create a separate SeaText AI account for each domain. This is not optional — it is how the platform keeps your content, analytics, and AI agents from mixing.
For example, if you have brandA.com and brandB.com, you need two SeaText AI accounts. Each account gets its own JavaScript snippet, its own dashboard, and its own content library.
Before you install anything, list every Odoo website you manage. Include production domains and any staging or development domains you use regularly.
This mapping sheet becomes your single source of truth. When you need to update content or check analytics, you know exactly which account to open.
SeaText AI provides a JavaScript code snippet for each account. You install it through Odoo's Embed Code module.
Repeat this for every website. Do not reuse the same snippet across domains — each snippet is tied to its account.
When you have multiple accounts, naming becomes your best organizational tool. Use a pattern that tells you which site a piece of content belongs to at a glance.
Try this format: [SiteCode]-[ContentType]-[Keyword or Topic]
This works across SeaText AI's content library, your Odoo page titles, and your file storage. You can search by site code and instantly filter.
SeaText AI's dashboard lets you organize content within each account. Even though each account is separate, you can still create internal structure.
If you manage five websites, you should be able to open any account and know exactly where to find a blog draft.
Your SeaText accounts are separate, but your content strategy is not. Use a shared spreadsheet or project management tool to track what is happening on each site.
Include columns for:
This calendar prevents you from publishing the same article on two sites or forgetting which site needs a refresh.
After installing the snippet on each site, test that SeaText AI is actually tracking and optimizing.
Do this after every new installation or domain change. A silent failure means your AI agents are not working on that site.
| Fact | Detail |
|---|---|
| Account-to-domain link | Each SeaText AI account is linked to a single primary URL. |
| Multiple websites | Create one account for each website. |
| Development domains | Localhost and dynamic development URLs are restricted for security. |
| Installation method | Use Odoo's Embed Code module in the Dynamic Content section. |
| Visibility setting | Select Hide on Desktop so the code block is invisible to visitors. |
| AI activation | The AI remains inert until you activate it after installation. |
This is the most common error. If you paste the same JavaScript snippet on two domains, SeaText AI cannot reliably associate traffic with the correct account. Your analytics will be wrong, and your AI agents will optimize the wrong site.
SeaText AI restricts development URLs like localhost for security reasons. Dynamic development domains may not function properly because the platform cannot reliably associate traffic with your account. Use a real, valid domain for testing.
If you forget to select Hide on Desktop, the code block may appear as an empty or broken element on your live page. Always check this setting before saving.
When you add a new website or change a domain, update your spreadsheet immediately. A stale mapping sheet causes confusion later.
You run Brand A and Brand B from the same Odoo database using Odoo's multi-website feature. Create two SeaText AI accounts — one for each domain. Install the correct snippet on each website. Use the naming convention BA- and BB- to keep content separate.
You have a production site and a staging site. Create a SeaText AI account for the production domain only. For staging, use a real subdomain if you need testing, but remember that dynamic development domains may not work reliably.
You run separate Odoo websites for different countries. Each regional site gets its own SeaText AI account. Use the site code in your naming convention (e.g., US-, UK-, DE-) to keep content organized.
This one-account-per-domain approach applies to SeaText AI's current architecture. If you only have one Odoo website, you only need one account — the multi-site organization steps are unnecessary.
If you use a single domain with multiple subdomains (e.g., shop.example.com and blog.example.com), you still need separate accounts because each account is linked to a single primary URL.
SeaText AI does not support sharing one account across multiple primary URLs. Do not try to work around this — it will break your analytics and content targeting.
No. Each SeaText AI account is linked to a single primary URL. You must create a separate account for each website.
SeaText AI may not reliably associate traffic with your account. Your analytics will be inaccurate, and your AI agents may optimize the wrong site.
No. Development URLs like localhost are restricted for security reasons. Use a real, valid domain for testing.
Use the Embed Code module in Odoo's Dynamic Content section. Drag it onto your page, paste the snippet, and select Hide on Desktop in the Visibility settings.
Only if you want SeaText AI to work on the staging domain. Remember that dynamic development domains may not function properly.
Use a consistent naming convention with site codes, create matching folder structures in each account, and maintain a central content calendar.
Visit each site, open the corresponding SeaText AI dashboard, and confirm the site shows as active. Trigger a page view and check that it appears in analytics.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: Start by checking your middleware logs, verifying your SeaText API key or account, and confirming Odoo user permissions. Then work through a diagnostic sequence: domain matching, snippet placement, visibility settings, and a clean-browser test.
Start by checking the API logs in your middleware, verifying your SeaText API key, and ensuring your Odoo user permissions allow external API access. Those three checks resolve most SeaText API errors in Odoo. If the error still shows up, work through the diagnostic sequence below to pinpoint the exact failure.
SeaText installs on Odoo with a JavaScript snippet, not a normal Odoo module. That means a "SeaText API error" is rarely a server failure. It is usually a snippet that is missing, blocked, or linked to the wrong domain.
In this guide, a SeaText API error means any failed request between your Odoo website and SeaText's servers. It may appear as a browser console error, a missing embed effect, or a failed request in your middleware.
Five causes cover most cases:
If you ignore an API error, the snippet may keep failing silently. SeaText's agents will not run on your Odoo pages, and you will not be able to tell whether your copy, translation, or CRO tools are working.
Before you start, gather these:
Work through these checks in order. Stop when the error disappears.
Open the Network tab in your browser's developer tools. Refresh the page. Look for requests going to SeaText. If a request fails with a 401 or 403 status, the problem is authentication. If it times out, the problem is network or firewall.
SeaText links each account to one primary URL. If your Odoo site runs on a development domain and a production domain, you need a separate SeaText account for each. A snippet copied from the wrong account will produce an API error.
In Odoo, go to the Website module and edit the page. Scroll to Dynamic Content. Find the Embed Code block. If the block is missing, drag one in and paste the SeaText snippet again.
If your integration uses Odoo's external API, confirm the API user can access the models SeaText needs. A common mistake is checking from an admin session but using a separate API key with limited permissions. Make sure the key is valid and the user has external API access.
SeaText's official steps say to hide the embed block on desktop after placing it. This keeps the script working without changing your page layout. While you troubleshoot, set the visibility so the block loads on the device you are testing.
Some ad blockers and privacy tools block scripts from external services. Open the page in a private window with extensions disabled. If the error disappears, the snippet is fine; the blocker is the cause.
Copy the snippet from your SeaText dashboard one more time. Remove the old Embed Code block and add a fresh one with the same snippet. Save the page and clear Odoo's cache if you can.
After each change, reload the page and watch the Network tab. A successful load should show a 200 response from SeaText. If you still see an error, write down the exact status code and message before changing anything else.
| Fact | What it means for troubleshooting |
|---|---|
| Installation method | SeaText uses a JavaScript snippet inside an Embed Code module. |
| Account requirement | You need a SeaText AI account before the snippet will work. |
| One primary URL per account | Each SeaText account is linked to a single primary URL. A different domain will fail. |
| Development URLs | localhost and dynamic development domains are restricted or unreliable. |
| Multiple domains | Use a separate account for each domain. |
| Desktop visibility | Hide the embed block on desktop after installation to avoid layout changes. |
| Activation | The AI remains inert until activated. |
This guide covers the JavaScript snippet integration described on SeaText's Odoo integration page. It does not cover a custom REST or XML-RPC bridge that you built yourself. Those have different failure points, such as database names, endpoint URLs, and API versions.
The steps also assume a valid public domain. SeaText restricts localhost and may not associate traffic from dynamic development domains with your account. Move to a real domain before troubleshooting.
If you use middleware, the middleware's logs and rate limits come first. A failed request in SeaText can actually be a failed request inside the middleware.
Know these terms before you start:
Common mistakes include:
Each SeaText account is linked to one primary URL. If the request comes from any other domain, SeaText treats it as unauthorized. Create a separate account for each domain you use.
Edit your Odoo page and look for an Embed Code block in the Dynamic Content section. You can also open browser developer tools, search the page source for "seatext," and confirm the snippet is present.
No. The official SeaText Odoo integration runs as a JavaScript snippet on the page. It does not call Odoo's external API. Odoo user permissions matter only if you built a custom connector that uses Odoo's API directly.
No. SeaText restricts development URLs such as localhost for security. Dynamic development domains may also fail because SeaText can't reliably associate traffic with the account. Use a valid public domain.
Write down the exact error message, the page URL, and the status code. Then go back through the SeaText Odoo integration steps and re-copy the snippet from the account for that exact domain. A stale or mismatched snippet is a common cause.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: Yes, you should always remove the old SeaText code before adding the new version in Odoo. Leaving both scripts on the page creates duplicate tracking, conflicts between versions, and performance degradation. The cleanest approach is to edit the existing Embed Code module and replace the snippet entirely.
Yes, you should always remove the old SeaText code before adding the new version in Odoo. Leaving both scripts on the page creates duplicate tracking, conflicts between versions, and performance degradation. The cleanest approach is to edit the existing Embed Code module and replace the snippet entirely.
Odoo websites load every Embed Code block you place on a page. If you add a new SeaText snippet without removing the old one, the browser executes both. Each snippet initializes its own connection to the SeaText service, sends its own events, and may try to rewrite the same page elements. The result is not additive — it is chaotic. You get double-counted visits, conflicting A/B test assignments, and a slower page because two scripts are fighting for the same DOM nodes.
SeaText's integration guide for Odoo shows a single Embed Code module placed in the "Dynamic Content" section of the page editor. That module holds one JavaScript snippet. When SeaText releases a new version, the snippet changes. The supported path is to open that same module, delete the old snippet, paste the new one, and save. There is no mechanism in the Odoo UI to "stack" versions safely.
The installation flow documented by SeaText is straightforward:
This process creates exactly one script container per page. Updating means repeating steps 4 and 5 with the new snippet. The old code is gone the moment you overwrite the field and save.
None of these risks are theoretical. They are the direct consequence of how browsers execute multiple scripts that target the same page elements.
If you have multiple pages with SeaText, repeat for each page. SeaText's documentation notes that each domain needs its own account and snippet, so a multi-site Odoo instance requires separate updates per domain.
| Mistake | Why it happens | Fix |
|---|---|---|
| Adding a second Embed Code block instead of editing the first | Thinking "more code = more features" | Always edit the existing block. Delete the old block only after confirming the new one works. |
| Pasting new code below old code in the same block | Not selecting all before paste | Use Select All (Ctrl+A) before pasting. The field should contain only the new snippet. |
| Forgetting to publish after saving | Odoo separates Save and Publish | Click Publish. Check the live URL, not the editor preview. |
| Updating only the homepage | Assuming one snippet covers the whole site | SeaText snippets are page-scoped in Odoo. Update every page that uses the Embed Code module. |
| Not clearing server cache | Odoo caches compiled assets | After publishing, clear Odoo cache (Settings → Technical → Clear Cache) or wait for TTL. |
There is one narrow exception: if SeaText explicitly instructs you to keep a legacy compatibility shim for a specific migration (for example, a temporary polyfill during a major version jump). In that case, the release notes will say "keep the old snippet and add this line." Absent such instructions, assume full replacement.
Another scenario: you are running a controlled side-by-side test on a staging domain. You can place the old snippet on one test page and the new snippet on another, then compare results. This is a deliberate experiment, not a production deployment. On production, run one version.
| Fact | Detail | Source |
|---|---|---|
| Integration method | Embed Code module in Odoo Website Dynamic Content section | S1 |
| Code placement | Right-panel Edit button on the Embed Code block | S1 |
| Visibility control | "Hide on Desktop" option in Visibility section | S1 |
| Domain policy | One SeaText account per primary URL; separate accounts for dev and production | S1 |
| Security restriction | Localhost and dynamic development domains are restricted | S1 |
| AI agents deployed | 20 autonomous agents for CRO, translation, SEO, bot protection, chat, and more | S2 |
| Conversion Relay (CAPI) | Forwards 100% of real purchases to Meta & Google CAPI | S2 |
| Bot protection | Recovers up to 20% of ad spend from bot clicks | S2 |
You will see double page-view events in your SeaText dashboard, conflicting A/B test assignments, and possible content flicker. Remove the duplicate immediately and republish.
Yes. Odoo caches compiled assets. After publishing, go to Settings → Technical → Clear Cache, or wait for the cache TTL to expire.
Yes. Create a test page, add a fresh Embed Code block with the new snippet, and verify behavior. Once satisfied, update the other pages.
No. SeaText provides the new snippet in your dashboard. You must paste it into Odoo manually. This gives you control over when the change goes live.
Studio customizations are stored in the database, not in the Embed Code module. You still need to locate the Studio-created block or field and replace its content. The principle is identical: one snippet per page.
Open browser dev tools → Network tab → filter for "seatext". You should see exactly one request for the SeaText JS file on page load.
No. Test data lives in SeaText's cloud, tied to your account. The snippet is just a loader. However, if the new snippet changes the test configuration, SeaText will treat it as a new experiment.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: Updating third-party scripts in Odoo commonly breaks website layout or functionality because developers paste code inside the wrong tags, fail to remove the old script entirely, or introduce syntax errors that conflict with Odoo's native JavaScript. Following a structured diagnosis order and removing old code completely prevents these failures and keeps your site stable.
When a third-party script breaks your Odoo website, the symptoms usually appear immediately or within minutes of activating the update. You might notice pages rendering with broken layouts, missing buttons, or overlapping elements that did not exist before the change. JavaScript errors frequently appear in the browser console, showing conflicts between the new script and Odoo's native code. In more severe cases, the entire website goes offline or displays a white screen that prevents visitors from accessing any content. These symptoms typically point to one of three root causes: incorrect placement within the HTML structure, leftover code from the previous version, or syntax errors that conflict with Odoo's built-in JavaScript functions. Recognizing these signs early helps you respond quickly and minimize downtime.
Layout breakage often manifests as shifted content blocks or hidden navigation elements. This happens when the new script injects styles or modifies the DOM structure in ways that conflict with Odoo's theme system. JavaScript errors may prevent specific features from working, such as contact forms, shopping cart functions, or interactive menus. A white screen indicates a critical failure that stops the page from loading entirely. Each of these symptoms requires a different diagnostic approach, which is why following a structured order matters.
Before you start fixing code, follow this diagnosis order to isolate the problem efficiently. First, open your browser's developer tools and check the console for JavaScript errors. This tells you exactly which file or line caused the failure and gives you a starting point for investigation. Second, verify that you removed the old script entirely. Old code running alongside new code creates duplicate function calls and unpredictable behavior. Third, inspect the HTML structure to confirm the script sits inside the correct tags and container elements. Fourth, test the site in an incognito or private browsing window to rule out caching issues that might mask the real problem. This order prevents you from chasing symptoms instead of addressing the actual cause.
Many developers skip the console check and start deleting code randomly, which often makes the problem worse. The browser console provides precise error messages that point directly to the issue. After checking the console, examine whether the old script still exists in the page source. Sometimes developers add the new script without removing the old one, creating conflicts between two versions of the same functionality. Finally, always test in a clean browsing environment because cached files can display old code even after you have made changes.
Pasting code inside the wrong tags is the most common mistake when updating third-party scripts in Odoo. Odoo uses specific container structures and execution orders that determine when and how scripts run. Embedding scripts in generic HTML blocks can bypass the proper execution sequence that Odoo expects. Always place third-party scripts in the designated Embed Code module within the Dynamic Content section of the website editor. This ensures the script loads at the correct time and interacts properly with Odoo's native functions.
Failing to remove the old script entirely causes duplicate function calls and resource conflicts. When you update a script, delete the previous version completely before inserting the new one. Leaving old code in place creates memory leaks and slows down page loading times. Introducing syntax errors that conflict with Odoo's native JavaScript happens when developers use incompatible libraries, incorrect version numbers, or unescaped characters in the code. Check that the new script version matches your Odoo instance requirements and that all syntax follows standard JavaScript conventions.
Another frequent cause is ignoring Odoo's script loading order. Odoo loads its native scripts before custom code, and if your third-party script depends on elements that load later, it may fail silently. Use the defer or async attributes appropriately, or place your script at the end of the page content to ensure all DOM elements are available before the script executes.
Follow this process to update scripts without breaking your site. Start by backing up your current Odoo database and file system. This creates a restore point if something goes wrong during the update. Next, copy the new script code and paste it into a text editor to check for syntax errors before adding it to your live site. Many code editors highlight syntax mistakes instantly, saving you from debugging on the live website.
Log in to your Odoo account and access the Website module from the dashboard. Within the Website module, navigate to the page you wish to edit and click on the Edit button to open the editing panel. In the editing panel, scroll through the Blocks panel until you reach the Dynamic Content section. Locate the Embed Code module within the Dynamic Content section and drag it into the desired location on your website editor. In the pop-up window that appears, paste the code snippet provided into the designated area, then click Save to apply the changes.
To ensure the block is hidden from view on desktop devices if needed, select the Hide on Desktop option in the Visibility section. After making this adjustment, click on Save once more to finalize your changes. Finally, test the page in a private browsing window to confirm everything works correctly and no errors appear in the console.
Third-party scripts in Odoo refer to external JavaScript or code snippets added to extend website functionality beyond Odoo's native features. These include analytics trackers, live chat widgets, payment gateway integrations, marketing automation tools, and customer review systems. The scope of this article covers mistakes made during the update process of these scripts within the Odoo Website module's visual editor. It does not cover server-side Python module updates, database migrations, or command-line modifications, which follow different technical procedures and require developer access to the server.
Understanding this scope helps you apply the right fix for the right problem. If you are updating a script through the Website module's Embed Code feature, the guidance in this article applies directly. If you are modifying Odoo modules at the code level or updating the server infrastructure, you need specialized technical documentation beyond the scope of this guide.
| Integration Step | Requirement | Common Mistake |
|---|---|---|
| Access Website Module | Log in to Odoo and navigate to the desired page | Editing the wrong page or database record |
| Locate Embed Code | Find the module in the Dynamic Content section | Pasting code into a raw HTML block instead |
| Paste and Save | Insert the code snippet and click Save | Forgetting to save or saving without testing |
| Domain Restrictions | Each domain requires a separate account | Using one account across multiple domains |
| Development URLs | Localhost and dev domains are restricted | Testing on localhost before deploying |
The table above summarizes the key requirements and common mistakes based on the official integration process. Each row highlights a critical step where errors frequently occur during third-party script updates.
This advice applies specifically to JavaScript-based third-party scripts added through the Odoo Website module's Embed Code feature. It does not apply to Odoo module updates that require Python code changes or database migrations. If you are updating server-level scripts or modifying Odoo's core files through terminal access, these guidelines do not cover those procedures. Additionally, if your Odoo instance uses custom theme development rather than the built-in website editor, the Embed Code module location may differ from the standard Dynamic Content section.
The guidance also assumes you have basic familiarity with Odoo's website editing interface. If you are new to Odoo, you may need to complete the initial setup and familiarize yourself with the dashboard before attempting script updates. Furthermore, this article does not address performance optimization or advanced security configurations that may be necessary for high-traffic websites or regulated industries.
A white screen usually means the script contains a fatal JavaScript error that stops page rendering. Check the browser console for the exact error message and verify that the script syntax is correct before re-activating it.
Search your Odoo page content for the previous script's identifier or function name. If you see duplicate references to the same script or multiple versions of the same code, you have not removed the old one entirely.
Yes, but you must use a valid, real domain. Development URLs such as localhost are restricted for security reasons and will not function properly with third-party script services. Ensure your staging domain is a publicly accessible URL.
Check the script version compatibility with your Odoo instance. You may need to adjust the placement order or wrap the script in a conditional check to prevent conflicts with native functions. Removing the old script and ensuring proper loading order often resolves these conflicts.
Yes. If you need to use the service on multiple domains, such as a development domain and a production domain, you must create separate accounts for each domain. Each account is linked to a single primary URL.
Changes typically reflect immediately after saving, but caching may delay visibility. Clear your browser cache or test in an incognito window to see the most current version of the page.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: SeaText does not offer CCPA compliance features for Notion. SeaText is an AI marketing platform that optimizes website conversion rates, detects bot traffic, translates content, and personalizes landing pages — it does not integrate with Notion or provide privacy-law compliance tooling. Notion itself handles CCPA obligations through its own data-processing agreements and security controls.
No. SeaText does not help with CCPA compliance on Notion. SeaText is a website-focused AI marketing platform that deploys autonomous agents for conversion-rate optimization, bot-click detection and refund reporting, real-time landing-page rewrites, multilingual translation, and visitor-source personalization. It does not integrate with Notion, nor does it provide any privacy-law compliance features such as data-subject request workflows, data-mapping, consent management, or CCPA-specific reporting.
If you use Notion to store or process personal information of California residents, CCPA compliance depends on Notion's own data-processing addendum, your internal policies, and any third-party tools you connect to Notion. SeaText is not one of those tools.
SeaText installs a single JavaScript snippet on your website. From there it runs up to 20 specialized AI agents that operate in real time on visitor sessions. The agents fall into a few categories:
All of this happens on the public-facing website. SeaText has no access to Notion workspaces, databases, or APIs.
The California Consumer Privacy Act (CCPA), as amended by the CPRA, gives California residents rights over their personal information: the right to know, delete, opt out of sale/sharing, correct, and limit use of sensitive data. If your organization uses Notion to store personal information — customer names, emails, support tickets, HR records, analytics exports — you are the "business" under CCPA and Notion is your "service provider."
Compliance typically involves:
None of these steps are automated by SeaText.
SeaText can coexist with a CCPA-compliant website because it:
If you run a website that drives traffic into Notion (e.g., a lead-capture form that creates a Notion page via API), SeaText can optimize the website side of that funnel. The Notion side remains your responsibility.
| Misconception | Reality |
|---|---|
| SeaText scans Notion for personal data. | SeaText never connects to Notion. It only reads the DOM of the website where its snippet is installed. |
| SeaText generates CCPA compliance reports. | SeaText generates bot-click evidence reports for ad-platform refunds. It does not produce privacy-law documentation. |
| SeaText's translation agent can localize privacy notices in Notion. | The translation agent works on live website pages. It does not edit Notion pages or sync with Notion's content. |
| SeaText's enterprise plan includes a DPA for Notion. | SeaText's enterprise agreement covers SeaText's own data processing. It does not extend to Notion or any other vendor. |
No. SeaText's snippet runs on websites. There is no Notion marketplace app, OAuth connection, or API integration documented in SeaText's source materials.
SeaText's AI SEO Content Agent can generate long-form articles and FAQ pages for your website. It could draft a privacy policy page, but you must review it with legal counsel. SeaText does not guarantee legal compliance.
SeaText reads the parent page's DOM. Cross-origin iframe content (Notion's domain) is blocked by browser same-origin policy. SeaText cannot rewrite or analyze the embedded Notion page.
SeaText processes pseudonymous behavioral data on your behalf. Its enterprise agreement includes a DPA covering its role as a service provider. You should list SeaText as a subprocessors if you pass personal data through the snippet (e.g., user IDs in data attributes).
Paste the one-line JavaScript snippet into your site's <head> or via Google Tag Manager. Activation takes under a minute. No Notion configuration is involved.
Indirectly, yes. By filtering bot traffic before it reaches your forms or analytics, you collect fewer junk records that could contain personal data. This is a data-minimization side benefit, not a CCPA feature.
| Fact | Source |
|---|---|
| SeaText deploys 20+ AI agents via a single website snippet | S1, S2, S3, S4, S5, S6, S7, S8 |
| Agents focus on CRO, bot refunds, translation, personalization, SEO, chat | S1, S2, S3, S4, S5, S6, S7, S8 |
| No Notion integration or CCPA compliance features documented | S1–S8 (absence of mention) |
| Notion provides its own DPA and Enterprise controls for CCPA/GDPR | SERP: notion.com/help/gdpr-at-notion, notion.com/security |
| SeaText's Bot Protection Agent builds refund reports for Google/Meta | S1, S2, S3, S4, S5 |
| SeaText's Translation Agent supports 125 languages on websites | S1, S2, S3, S4, S5, S6, S7, S8 |
| Enterprise plan includes managed rollout, custom agents, review flows | S1, S7 |
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: Yes, you can use SeaText AI on a development Odoo domain without affecting production, provided you create a separate SeaText account for the development domain and use a valid, real domain (not localhost). Each SeaText account is linked to a single primary URL, so the development account's settings and data remain isolated from your production account.
You can safely test SeaText AI on a development Odoo domain without touching your production site. The key is that each SeaText account is tied to one primary URL. So you need a separate account for your development domain, and you must use a real domain — not localhost or a dynamic development URL.
When you set up a separate account for the dev domain, the AI agents, settings, and any generated content stay within that account. Your production account and its data remain untouched. This is the intended way to run SeaText on multiple websites.
If you skip the separate account and try to reuse your production account on a dev domain, you risk mixing data. SeaText links each account to a single primary URL. The AI might associate traffic from the dev domain with your production account, which can skew analytics, trigger unwanted copy changes, or interfere with your production settings.
Testing on a dev domain is a common practice. It lets you verify that the integration works, check how the AI rewrites copy, and confirm that the script loads correctly — all without risking your live site's content or conversion data.
SeaText's integration documentation is explicit: if you need to use SeaText on multiple domains (for example, a development domain and a production domain), you must create separate accounts for each domain. Each SeaText account is linked to a single primary URL.
This one-account-per-domain model is what keeps your environments clean. Your dev account can have its own API key, its own agent settings, and its own data. Your production account stays exactly as you configured it.
| Factor | What You Need to Know |
|---|---|
| Account requirement | Create a separate SeaText account for each domain (dev and production). |
| Domain restriction | Each account is linked to a single primary URL. |
| Localhost | Restricted for security reasons. Use a valid, real domain. |
| Dynamic development domains | May not function properly; SeaText might not reliably associate traffic with your account. |
| Production impact | None, as long as you use a separate account for the dev domain. |
| Installation | Paste the JavaScript code snippet into your Odoo website's Embed Code module. |
After installation, visit or refresh your dev page to confirm the script loads. The AI remains inert until you activate the agents you want to test.
If you use your production account on a dev domain, you risk several problems:
These issues are avoidable with a simple separate account. The extra setup takes a few minutes and gives you a clean testing environment.
There are a few edge cases to keep in mind:
If you're only testing the integration code and not the AI behavior, you could theoretically use a temporary account and remove it later. But for ongoing development, a dedicated dev account is the cleanest approach.
Create a SeaText account for your staging domain (e.g., staging.yourcompany.com). Activate the agents you want to test, such as the Google Ads Landing Page Agent or the AI CRO Reading Analysis Agent. Monitor how the copy changes on staging. Your production site remains unaffected because it uses a different account.
Install the code snippet on your dev domain using a separate account. Confirm the script loads without errors. Check that the AI agents appear as active in your dev account dashboard. Once you're satisfied, repeat the installation on production using your production account.
Use a dev account for your development domain. Test how your module interacts with the SeaText script. Because the dev account is separate, any API calls or data generated during testing stay in the dev environment.
Yes. Each SeaText account is linked to a single primary URL. To use SeaText on multiple domains, create one account per domain.
No. Localhost is restricted for security reasons. Use a valid, real domain for your development environment.
No, as long as you use a separate account for the dev domain. The dev account's data and settings are isolated from your production account.
Dynamic development domains may not function properly. SeaText might not reliably associate traffic with your account. Use a stable dev domain for testing.
In Odoo's Website module, edit a page, drag the "Embed Code" module from the Dynamic Content section, paste your SeaText JavaScript snippet, and save. You can hide the block on desktop if needed.
Yes. The installation is secure, and the AI remains inert until you activate the agents. Your website's content integrity is maintained.
It's not recommended. Even occasional testing on a dev domain with a production account can mix data. A separate account is the safest and clearest approach.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: SeaText AI adds AI‑driven product copy optimization, real‑time keyword rewriting, and 125‑language translation directly into Shopify. Most other Shopify SEO apps focus on audits, schema, or speed fixes and lack these AI features.
SeaText AI differs from typical Shopify SEO apps by embedding autonomous AI agents that rewrite product copy, match landing pages to ad keywords in real time, and translate every page into 125 languages. Other apps usually offer static SEO audits, schema generators, or image optimizers without AI‑powered content changes.
| Criteria | SeaText AI | Other Shopify SEO Apps (representative categories) |
|---|---|---|
| AI‑driven content optimization | Optimizes product names, descriptions, and CTAs with an AI copy agent. Takeaway: Saves copy‑writing time and improves relevance. |
Apps such as Plug in SEO or SEO Manager give static recommendations only. No autonomous rewriting. Takeaway: Requires manual edits for each product. |
| Real‑time keyword rewriting | Landing page rewrites instantly to match the exact Google Ads keyword. Takeaway: Boosts ad relevance per click. |
Most audit or schema apps (e.g., JSON‑LD for SEO) do not touch live page copy. Some personalization apps (e.g., ReConvert) can swap blocks but need manual rule setup. Takeaway: Live keyword sync is rare. |
| Multilingual translation | Translates pages into 125 languages with control. Takeaway: Opens global markets without manual translation. |
Translation apps (e.g., Langify, Weglot) handle language switching but do not rewrite copy for intent. They also require separate content management. Takeaway: Separate tool needed for AI‑level adaptation. |
| Shopify integration depth | Provides a JavaScript snippet that integrates directly into theme.liquid and product templates. Takeaway: One‑click install for full site coverage. |
Many SEO managers (e.g., SEO Booster) install via the app dashboard and add meta tags only. Image optimizers (e.g., TinyIMG) need separate asset processing. Takeaway: Integration scope varies by category. |
| Pricing model | Subscription with tiered AI agent bundles; 1‑month free pilot trial. Takeaway: Pay for the agents you need. |
Audit/schema apps often have a flat monthly fee ($10‑$30). Image optimizers charge per image or a low flat rate. Personalization apps may use usage‑based pricing. Takeaway: Cost structure depends on feature set. |
| Support & onboarding | Dedicated onboarding and AI‑agent setup help. Takeaway: Faster time‑to‑value. |
Support ranges from email‑only (many audit apps) to live chat (premium SEO managers). Onboarding is usually self‑serve documentation. Takeaway: Hands‑on help is not standard. |
SeaText AI is a suite of autonomous AI agents that work on your website in real time. Agents include a CRO optimizer, product copy generator, translation engine, Google Ads landing‑page rewriter, bot‑protection agent, and more.
| Feature | Detail |
|---|---|
| AI agents | 20+ specialized agents (CRO, translation, copy, bot protection) |
| Languages | 125 languages supported |
| Integration | JavaScript snippet added to theme.liquid |
| Domain limit | One account per primary URL |
theme.liquid.</head> tag.product-template.liquid or product.liquid).<div data-seatext="product-description">{{ product.description }}</div>.The script stays inert until you activate agents, so your site remains unchanged during setup. Once active, every visitor sees personalized copy within milliseconds.
After creating a SeaText AI account, you copy the JavaScript code from the dashboard and paste it into your Shopify theme’s theme.liquid file. The script stays inert until you activate the desired agents. Once active, the agents read each visitor’s source (ad click, search, referral) and instantly adjust copy, headlines, and offers to match intent.
SeaText AI uses a subscription model with tiered bundles. The entry tier includes the Copy Agent and Translation Agent; higher tiers add the Google Ads Agent, Bot Protection Agent, and A/B Testing Agent. A 1‑month free pilot lets you measure lift before committing. Typical ROI signals: +25 % conversion rate from keyword‑matched landing pages, up to 20 % ad‑spend recovery from bot refunds, and +60 % international traffic from instant translation. Compare this to a $20/month audit app that only flags issues — you still need a developer or copywriter to act on them.
If you already run a schema app (e.g., JSON‑LD for SEO) and activate SeaText’s AI SEO Content Factory, both may inject script type="application/ld+json" tags, creating duplicate structured data. The same risk exists with image‑optimization apps that rewrite alt text while SeaText’s Copy Agent also rewrites product descriptions. To avoid conflicts, disable overlapping features in the other app or use SeaText’s “scope” setting to limit agents to specific page sections (see documentation: AI Scope docs).
SeaText AI requires a separate account for each domain, and the JavaScript snippet must be placed in the theme’s code. Development or localhost URLs are restricted for security reasons. The AI agents run on your live traffic, so you need sufficient visitor volume to see measurable impact.
theme.liquid. The steps are outlined in the integration guide.These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: SeaText AI uses a custom data attribute (e.g., data-seatext) to mark elements for its AI agents, while other tools like Google Analytics, Hotjar, and Optimizely rely on their own attributes. The key difference is in the purpose-built schema, integration method, and security model: SeaText's attribute is designed to be inert until activated, with a single snippet that powers 20+ agents, whereas other tools often require multiple attributes, separate scripts, and more complex setup. This article compares SeaText's approach with Google Analytics, Hotjar, and Optimizely, providing practical use cases and step-by-step implementation guides.
SeaText AI's data attribute is specifically designed to work with its suite of AI agents. Unlike generic tracking attributes used by Google Analytics, Hotjar, or Optimizely, SeaText's attribute stays inert until you activate an agent. This means no scripts run on your site until you explicitly enable them. It ensures zero performance impact during setup and reduces the attack surface for malicious scripts. Other tools typically require you to add multiple attributes, separate code snippets, and often manage conflicting scripts. For example, Google Analytics uses data-* attributes for event tracking, Hotjar uses data-hj attributes for heatmaps, and Optimizely uses data-optimizely attributes for A/B tests. Each tool has its own schema and integration requirements.
| Criterion | SeaText AI Data Attribute | Google Analytics (GA4) | Hotjar | Optimizely |
|---|---|---|---|---|
| Best fit | Ecommerce, SaaS, and marketing sites that want one platform for CRO, SEO, personalization, and ad optimization. | General analytics and reporting. Requires separate tools for heatmaps, A/B testing, or personalization. | User behavior recording and heatmaps. Best for qualitative analysis. | A/B testing and experimentation. Best for controlled experiments. |
| Setup effort | Add one JavaScript snippet globally. Then optionally wrap specific elements with a data attribute to enable targeted AI agents. Under 1 minute for basic activation. | Add gtag script and set up event tracking via data attributes or Google Tag Manager. Setup can take hours. | Add Hotjar script and use data-hj attributes or manual element selection. Setup takes minutes to hours. | Add Optimizely snippet and define experiments via UI or data-optimizely attributes. Setup can take days for complex tests. |
| Core workflow | AI agents read the attribute and dynamically rewrite content (headlines, CTAs, product descriptions) in real time based on visitor intent, keyword, or source. | Attributes are used to collect data (page views, clicks, scroll depth). Changes are not real-time; you need separate tools for personalization. | Attributes define which elements to record or heatmap. No real-time content changes. | Attributes define experiment variants. Changes are applied after user bucketing, not real-time per visitor. |
| Control / Customization | You decide which elements get the attribute. Agents can be toggled on/off per page or per element. The attribute is inert until a specific agent is activated. | Control is per event. You often have to add classes or IDs that the tool's JavaScript looks for. Changing behavior requires editing configuration or code. | Control is per recording or heatmap. You can exclude elements via attributes, but no real-time control. | Control is per experiment. You define variants in the UI, attributes are used for targeting. |
| Data schema | Custom attribute (e.g., data-seatext) with a specific structure. The exact schema is documented and consistent across all SeaText agents. | Uses data-* attributes with custom event names. Schema varies by implementation. | Uses data-hj attributes for heatmaps and recordings. Schema is fixed but limited. | Uses data-optimizely attributes for experiments. Schema is documented but requires careful setup. |
| Limitations | Requires a SeaText account and is tied to a single primary domain per account. Development domains (localhost) are restricted for security. | Free for basic use, but advanced features require paid plans. Multiple tools can slow down page load. | Free for basic recordings, paid for advanced features. Heatmaps can be inaccurate on dynamic content. | Paid plans only. Requires significant setup for complex experiments. Can conflict with other scripts. |
Plain-language takeaway: SeaText AI's attribute is like a single smart plug that powers many devices, while Google Analytics, Hotjar, and Optimizely require separate plugs for each device. If you want a unified platform, SeaText is simpler. If you need deep specialized features (e.g., advanced analytics or heatmaps), a dedicated tool may be better.
Let's look at concrete examples of how a business would implement SeaText AI's data attribute versus other tools.
An online store sells running shoes. They want to show different product descriptions to visitors coming from Google Ads versus organic search. With SeaText AI, they add the data-seatext attribute to the product description element. Then they activate the Google Ads Landing Page AI agent. The agent rewrites the description in real time based on the keyword the visitor searched. For example, a visitor searching "trail running shoes" sees a description focused on grip and durability. A visitor searching "lightweight running shoes" sees a description focused on weight and speed. With Google Analytics alone, they cannot do this. They would need a separate personalization tool like Optimizely or a custom solution. With Hotjar, they can only record what users do, not change content. With Optimizely, they can run A/B tests but not real-time keyword-based personalization.
A SaaS company wants to test two different headlines on their pricing page. With SeaText AI, they add the data-seatext attribute to the headline. Then they activate the AI Copy A/B Testing agent. The agent generates variant headlines and shows them to different visitors. The company can see which version converts better. With Optimizely, they would need to add the Optimizely snippet, create an experiment in the UI, and define variants. This takes longer. With Google Analytics, they would need to set up events and use Google Optimize (which is now deprecated). With Hotjar, they cannot run A/B tests at all. SeaText's approach is faster and simpler for small teams.
A travel blog wants to translate their content into 10 languages. With SeaText AI, they add the data-seatext attribute to all text elements. Then they activate the Website Translation agent. The agent automatically translates the content in real time for visitors from different countries. The blog owner does not need to create separate language versions. With Google Analytics, they cannot translate content. With Hotjar, they cannot. With Optimizely, they could run a personalization experiment to show different languages, but it would require manual translation and setup. SeaText's attribute makes this effortless.
Here is a detailed step-by-step implementation process for each tool, using the source pack details for SeaText AI.
tag. Save. The source pack confirms this process is secure and the AI remains inert until activated.data-seatext attribute. For example, for a product description in Shopify, find the product.liquid template and wrap the description output with .... Test by previewing a page and inspecting the HTML to ensure the attribute is present.data-* attributes to elements (e.g., data-event="click"). Then configure events in GA4 or via GTM. This requires additional setup and testing.data-hj attributes to specific elements you want to track. For example, data-hj-whitelist to include an element in recordings.data-optimizely attributes with the experiment ID. Alternatively, use the visual editor to target elements.SeaText's implementation is simpler because you only need one attribute and one snippet. The source pack confirms that the installation is secure and the AI remains inert until you activate an agent. This means no performance impact during setup.
You want to replace multiple tracking tools with one platform that handles conversion rate optimization, SEO content, ad landing page matching, personalization, translation, and chat. You are comfortable with a single JavaScript snippet and a custom attribute for target elements. You want real-time dynamic content changes based on visitor intent.
You already have a mature analytics stack (GA4, Hotjar, etc.) and only need to add one specific capability, like A/B testing or heatmaps. You prefer to keep each tool separate to avoid vendor lock-in. You need deep data analysis or user session recording that SeaText does not offer. For example, if you need detailed user session recordings, Hotjar is better. If you need advanced experimentation, Optimizely is better. If you need comprehensive analytics, GA4 is essential.
If you are a growing ecommerce or SaaS business running Google Ads, SeaText AI's attribute approach can dramatically simplify your tech stack. Test it with a free trial on a single domain. If you are an enterprise with complex existing integrations, start with a pilot on a low-traffic section before migrating. The source pack mentions a free 1-month pilot trial available on the SeaText pricing page.
A data attribute is a custom HTML attribute (like data-seatext or data-ga) that you add to elements on your web page. AI tracking tools read these attributes to know which elements to monitor, modify, or optimize. The attribute often contains a value (e.g., data-seatext="product-title") that tells the tool what type of content it is.
SeaText AI's attribute is designed to be exclusive to its platform. You add a single JavaScript snippet to your site (e.g., in theme.liquid for Shopify). Then, for specific elements like product descriptions or CTAs, you wrap them with the data attribute. The attribute is inactive until you activate a corresponding AI agent (e.g., the Ecommerce Product Copy Agent). Once activated, the agent reads the attribute and makes real-time changes based on visitor intent, keyword, or source. The installation is secure: the AI remains inert until you turn it on, ensuring no performance impact during initial setup. Additionally, the attribute schema is proprietary, so it cannot be used by other tools. This reduces the risk of script conflicts and unauthorized access. The source pack confirms that each account is linked to a single primary URL, and development domains like localhost are restricted for security reasons.
| Fact | Source |
|---|---|
| Add one JavaScript snippet globally. Then optionally wrap elements with a data attribute to enable targeted AI agents. | Shopify Integration page |
| The installation process is secure, and the AI remains inert until activated, ensuring the integrity of your website's content. | Shopify Integration page |
| Each SeaText AI account is linked to a single primary URL. Development URLs like localhost are restricted. | Shopify Integration page |
| SeaText deploys 20+ autonomous AI agents that work in real time to increase conversion rate, recover ad spend, translate content, and optimize visitor journeys. | Homepage |
Direct Answer: Yes, Seatext supports most ecommerce platforms because it installs as a script, not a cart-specific plugin. The main requirement is that your store can load custom scripts. A free 1-month pilot lets you confirm this before you commit.
Yes — in most cases, Seatext supports ecommerce platforms. Seatext is not built into one specific cart like Shopify or WooCommerce. Instead, it is an AI agent layer that you add to your website with a snippet. That means compatibility depends on whether your platform lets you load third-party code, not on which shopping cart you use.
Seatext’s own materials mention ecommerce teams directly, and the agent list includes an Ecommerce Product Copy Agent for product names, descriptions, and CTAs. The materials do not yet name every supported ecommerce platform. So the short answer is: yes, for most stores that can run a script, but verify your exact setup before paying.
Seatext works as a client-side agent. You add it to your site, and it watches what happens when visitors arrive from ad campaigns. From Seatext’s own site: “Add Seatext to your site in under 1 minute.” No mention of a Shopify app store listing, a WooCommerce plugin, or a Magento extension appears in the current material.
That is actually good news for store owners. A script-based tool works with any front end that can load JavaScript, which covers most modern ecommerce setups:
The key question is not “which cart do you use?” but “can your store load a custom script?” If yes, Seatext can probably run on it.
The core workflow is simple:
On an ecommerce store, that means a product page can change for each visitor. One visitor may see “office space” messaging, while another sees “short-term stay” or “apartment to rent.” Seatext detects keywords from URL parameters and rewrites the page text in real time. You control which keywords trigger rewrites, so you are not handing your entire catalog to the AI.
Seatext has several agents that are directly useful for online stores:
These are named in Seatext’s agent list, not per-platform integrations. They work through the same script layer, so the ecommerce support question is really a script-support question.
Use this decision framework instead of guessing:
Then run a small test:
That test takes minutes. It is far more reliable than reading a compatibility list, especially because Seatext’s current public material does not list every supported cart.
Seatext is not magic, and it is not a replacement for your ecommerce platform. It sits on top of your storefront and optimizes text. It does not manage inventory, payments, or order fulfillment.
Limitations to keep in mind:
Hypothetical example: a store on a hosted cart with a custom code section should be able to run Seatext. A store with no custom code section and no tag manager may not. The difference is the platform’s openness, not its brand name.
If your store is built on a fully managed page builder that does not allow custom scripts, check with Seatext’s team or use a developer to add the script at the server level. Do not assume a listed platform name means automatic compatibility.
| Fact | What Seatext says |
|---|---|
| What it is | Autonomous marketing AI agents that improve conversion rate, multilingual growth, traffic quality, and ad ROI. |
| Installation | Add Seatext to your site in under 1 minute. |
| Ecommerce coverage | Ecommerce Product Copy Agent optimizes product names, descriptions, and CTAs. |
| Keyword matching | Seatext reads the ad keyword and rewrites the page to match the search. |
| Pricing | $59/month, with a free 1-month pilot trial. |
| Enterprise option | Seatext works as an implementation partner and can manage rollout across sites and campaigns. |
Seatext’s public materials do not currently name specific carts. Both platforms allow custom scripts, so it should work in a typical setup. Check with Seatext for a confirmed list before you commit.
No, for a standard setup. The source says you can add Seatext to your site in under a minute. If your platform has a strict content security policy or a closed code editor, a developer may be needed.
No. Seatext is an AI optimization layer. It improves copy, translation, ad targeting, and bot protection, but it does not handle product catalogs, checkout, or payments.
The agent list covers product names, descriptions, CTAs, Google Ads landing pages, and Q&A customer pages. You choose which pages and keywords to activate.
Yes. You can manually edit the text, give the AI instructions to improve, or turn the optimization off for that keyword.
Yes. The Website Translation agent claims support for 125 languages with zero code and full control.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
Direct Answer: Add a new SeaText AI account when you launch a separate store, expand to a new market with a distinct domain, or need isolated content and testing for different brands. Each SeaText account is tied to one primary URL, so every new domain requires its own account. Use this checklist to decide before you install the snippet.
SeaText AI links each account to a single primary URL. If you operate multiple websites — separate Shopify stores, regional storefronts, or distinct brand sites — you need a separate SeaText account for each domain. This is not a limitation. It is how the platform keeps translation, testing, and personalization data clean per property.
The decision comes down to one question: will this site live on a different root domain? If yes, plan for a new account. Use the checklist below before you create it.
brand-new.com needs its own SeaText account and its own snippet.example.com to example.de or example.fr means a new account.example.com/blog or shop.example.com can stay under the existing account.Each SeaText account generates a unique JavaScript snippet tied to its primary URL. When a visitor lands on a page, the snippet reads the domain, matches it to the account, and serves the translations, A/B variants, and personalization rules configured for that account only. Data — reading telemetry, conversion events, bot detection logs — never crosses account boundaries.
This design matters for three reasons:
example.de will not auto-apply to example.at unless you copy it manually.store-a.com do not include traffic from store-b.com.| Rule | Detail | Source |
|---|---|---|
| One account per primary URL | Each SeaText AI account is linked to a single primary URL. | S1 |
| Multiple domains require multiple accounts | To use SeaText AI on several websites, create one account for each website. | S1 |
| Development URLs restricted | Localhost and dynamic development domains are restricted for security; use a valid, real domain. | S1 |
| Data isolation | Translation, testing, personalization, and bot evidence stay within each account. | S1 |
| Independent billing and teams | Each account has its own plan, dashboard, and user seats. | S1 |
You launch outdoor-gear.com alongside your existing fitness-apparel.com. Create a second SeaText account, install the snippet in the new store theme.liquid, and configure translations and agents independently.
Your UK store runs on brand.co.uk. You add brand.de and brand.fr. Each gets its own SeaText account. The Translation Agent handles 125 languages per account, but you manage glossaries and review workflows separately per market.
You want to test SeaText on staging.brand.com before pushing to production. Because dynamic subdomains can be unreliable for account matching, use a real domain like brand-staging.com or wait until the production domain is live.
An agency handling five client stores needs five SeaText accounts. There is no bulk account management, so plan for separate logins, separate billing, and separate snippet installation per client domain.
example.com/fr or shop.example.com.theme.liquid.example.com) that a SeaText account is bound to at creation.theme.liquid or an equivalent file that activates SeaText on that domain.No. Each store on a distinct domain needs its own SeaText account. The snippet is tied to the primary URL you register.
shop.example.com and blog.example.com?They share the root domain example.com, so one account covers both. Install the same snippet on each subdomain theme.
Yes. Each account has its own plan and billing. Check with the vendor for current per-account pricing.
The primary URL is set at account creation. To switch domains, create a new account for the new domain and install its snippet.
Not automatically. You can export translations from the old account and import them into the new one, but they remain separate by default.
myshopify.com subdomain?Treat it as a separate domain. Create a SeaText account for that myshopify.com URL if you want to test there, but note that dynamic development domains may not function reliably.
There is no stated limit in the source pack. Create one per domain you operate.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.
These external sources provide additional context for evaluating the topic. Their inclusion is not an endorsement.