You can export performance metrics — impressions, clicks, click-through rate, cost, conversions, conversion value, cost per conversion, return on ad spend, quality score, impression share, and more — broken down by dimensions including campaign, ad group, keyword, ad, device, geography, time of day, audience, and network. The export method you choose (web interface, Google Ads Editor, API, or scheduled email reports) determines how much data you can pull, how often, and how easily it feeds into downstream analysis or AI landing-page optimization.

Core Metrics Available for Export

Google Ads groups exportable data into metrics (numbers) and dimensions (attributes you slice by). The most commonly exported metrics fall into four families:

• Volume metrics: impressions, clicks, click-through rate (CTR), interactions, video views.
• Cost metrics: cost, average cost-per-click (CPC), cost per mille (CPM), cost per acquisition (CPA).
• Conversion metrics: conversions, conversion value, conversion rate, cost per conversion, return on ad spend (ROAS), view-through conversions.
• Quality and competitive metrics: quality score (expected CTR, ad relevance, landing page experience), impression share (search, display, top, absolute top), search lost IS (rank, budget), benchmark CPC and CTR.

Each metric can be segmented by any combination of dimensions the interface supports. For example, you can pull cost per conversion by campaign, device, and hour of day in a single export.

Dimensions and Segmentation Options

Dimensions define the rows in your export. The main categories are:

• Account structure: account, campaign, ad group, keyword, ad, ad extension, asset.
• Targeting: location (country, region, city, radius), language, audience (in-market, affinity, remarketing, customer match), demographic (age, gender, household income), placement (display/video), keyword match type.
• Device and network: device (mobile, desktop, tablet), network (Google Search, Search Partners, Display Network, YouTube).
• Time: date, day of week, hour of day, week, month, quarter, custom date range.
• Attribution: conversion action, conversion category, conversion source, attribution model (last click, data-driven, time decay, position-based).

Not every dimension combines with every metric. For instance, quality score is only available at the keyword level, while impression share appears at campaign, ad group, and keyword levels.

Export Methods and Their Trade-offs

Four primary paths exist to get data out of Google Ads. Each suits a different workflow.

Decision rule: If you need data in a database, data warehouse, or real-time personalization engine, use the API. If you need a weekly CSV for a marketing review, schedule an email report. If you're restructuring campaigns offline, use Editor. For quick checks, the web UI is fastest.

Data Granularity and Frequency Considerations

Granularity determines how many rows you get and how useful the data is for specific decisions.

• Keyword-level, hourly, by device produces the most rows but enables bid optimization, dayparting, and AI landing-page matching per keyword intent.
• Campaign-level, daily is enough for budget pacing and high-level ROAS tracking.
• Segmentation multiplies rows: a campaign with 500 keywords × 24 hours × 3 devices × 7 days = 252,000 rows per week — exceeding the web UI limit.

Match granularity to the decision. An AI landing-page agent that rewrites copy per keyword needs keyword-level, near-real-time data. A monthly budget review does not.

Integration and Automation Options

Once you choose an export method, consider how the data moves downstream:

• Direct API to warehouse: BigQuery, Snowflake, Redshift via scheduled jobs or streaming (Data Transfer Service).
• ETL tools: Fivetran, Airbyte, Stitch, Coupler.io — they wrap the API and handle schema drift.
• Spreadsheet connectors: Google Sheets add-ons, Supermetrics, Coefficient — good for analyst workflows.
• Custom scripts: Google Ads Scripts (JavaScript) can email CSVs, write to Sheets, or hit external endpoints.
• AI agent ingestion: SeaText's Google Ads Landing Page Agent consumes keyword-level performance data to rewrite landing-page copy in real time for each search term.

Automation reduces latency between performance shifts and action. If your landing-page optimization loop runs weekly, daily exports suffice. If it runs per session, you need API streaming.

Limitations and Common Pitfalls

• Row limits: Web UI and email reports cap at 50,000 rows. Workaround: split by campaign or date range, or use the API.
• Attribution lag: Conversions can update for up to 90 days (depending on conversion window). Exports pulled too early understate results.
• Data freshness vs. completeness: Real-time API data may miss conversions still processing. Schedule deep pulls 24–48 hours after period close.
• Segment incompatibility: Requesting quality score with geographic segmentation returns an error. Check the metrics-to-dimensions compatibility matrix.
• Historical limits: Some metrics (e.g., quality score components) only retain 90 days of history via API.
• Cost data currency: Cost metrics reflect spend in account currency; conversion value may use a different currency if multi-currency is enabled.

Decision Framework: Choosing Your Export Setup

Answer these four questions to pick the right approach:

1. Who consumes the data? Humans (spreadsheets, dashboards) → scheduled email or UI. Machines (ML models, personalization engines) → API.
2. How often must decisions update? Daily or slower → scheduled exports. Hourly or per-session → API streaming.
3. What granularity drives the decision? Keyword-level + device + hour → API. Campaign-level daily → any method.
4. What engineering capacity exists? None → scheduled email or Sheets connector. Dedicated dev → API or Data Transfer Service.

Start with the simplest method that meets the strictest requirement. Migrate up only when a limit blocks you.

Key Facts

Frequently Asked Questions

Can I export Quality Score components (expected CTR, ad relevance, landing page experience) via the API?

Yes. The API exposes QualityScoreBucket, CreativeQualityScore, PostClickQualityScore, and SearchPredictedCtr at the keyword level. They are not available in the web UI report editor.

How do I export data for a manager (MCC) account covering multiple child accounts?

Use the Google Ads API with a manager-account developer token. The customer_id in each request specifies the child account. For bulk cross-account pulls, script a loop or use the Google Ads Data Transfer Service for BigQuery, which handles MCC natively.

What's the difference between "Export current view" in Google Ads Editor and a custom report in the web UI?

"Export current view" dumps exactly what you see in the Editor grid — including columns you've customized — and has no row limit. Web UI custom reports let you pick any metric/dimension combo but cap at 50,000 rows. Editor exports are better for full-account backups; UI reports are better for analytical slices.

Can I automate exports to Google Sheets without coding?

Yes. Use the built-in "Schedule" button on any custom report in the web UI to email a CSV/TSV to a Gmail address, then use a Sheets add-on like Coefficient or Supermetrics to auto-import. Or use the Google Ads add-on for Sheets directly (free, maintained by Google).

Why do my exported conversion numbers change days after I pull the report?

Conversions attribute back to the click date. A conversion recorded today from a click 14 days ago will appear in yesterday's report if you re-pull it. Always re-pull the last 30–60 days when building cumulative dashboards.

Which export method supports the SeaText Google Ads Landing Page Agent?

The agent ingests keyword-level performance data via the Google Ads API (or a connected data warehouse) to match landing-page copy to each search term in real time. Scheduled CSVs are too slow for per-session personalization.

What happens if I request an incompatible metric-dimension pair via the API?

The request returns a REPORTING_ERROR with INCOMPATIBLE_DIMENSIONS or INCOMPATIBLE_METRICS. Check the compatibility matrix before building queries.

If you need to manually edit AI-generated marketing variants — headlines, descriptions, CTAs, or landing-page copy — the main options fall into three categories: platform-native editors (Google Ads, Microsoft Advertising), third-party PPC management suites (Optmyzr, AdEspresso, Adalysis), and autonomous optimization agents that keep a human-in-the-loop (SeaText AI Copy A/B Testing). Platform tools give you direct control inside each ad network. Third-party suites add bulk editing, rules, and cross-account views. SeaText generates variants on your website, lets you approve or rewrite them, then automatically scales the winners.

What Counts as an AI-Generated Variant in Marketing

An AI-generated variant is any piece of copy — ad headline, description, landing-page headline, product title, CTA button text — that a model writes for you based on inputs like keywords, audience signals, or existing creative. The variant becomes a candidate for live traffic. Manual editing means you can open that candidate, change words, reorder phrases, or reject it before it serves to real visitors. This matters because AI often produces grammatically correct but strategically off-target copy: wrong tone, missing compliance language, or a weak value proposition.

Key Criteria for Choosing a Tool

• Where the variant lives — ad platform, landing page, or both.
• Editing granularity — character-level, line-level, or block-level control.
• Approval workflow — single-user review, team approval chain, or scheduled auto-publish.
• Version history and rollback — can you see what changed and revert in one click?
• Scale — dozens of variants per month or thousands across campaigns.
• Integration with testing — does the tool run the A/B test, or just hand off variants?

Platform-Native Editors: Google Ads and Microsoft Advertising

Both Google Ads and Microsoft Advertising now surface AI-suggested headlines and descriptions when you create or edit responsive search ads. You can accept, dismiss, or edit each suggestion inline. The editing interface is the same text box you use for manual ads. Version history exists at the ad level, not the suggestion level. You cannot bulk-edit AI suggestions across campaigns, and there is no built-in A/B test report that isolates the AI-written lines from your manual ones. Best fit: advertisers who manage a handful of campaigns directly in the platform and want zero extra cost or login.

Third-Party PPC Management Suites

Tools like Optmyzr, AdEspresso (by Hootsuite), and Adalysis connect to Google Ads and Microsoft Advertising via API. They surface AI-generated copy ideas, let you edit them in a grid or side-by-side view, and push changes back to the platforms. Optmyzr's "Ad Copy Insights" and AdEspresso's "AI Copywriter" both allow bulk find-and-replace, rule-based filters (e.g., "add 'Free Shipping' to every description containing 'Sale'"), and multi-user approval queues. Adalysis focuses on diagnostic rules that flag underperforming ad components, then suggests rewrites you can edit before applying. These suites add monthly fees on top of ad spend. Best fit: agencies or in-house teams managing 20+ campaigns who need bulk editing, audit trails, and client-facing reports.

Autonomous Optimization Agents With Human-in-the-Loop

SeaText's AI Copy A/B Testing agent works differently. It sits on your website, not inside the ad platform. The agent reads visitor behavior, generates copy variants for headlines, offers, and CTAs, and presents them in a dashboard where you can edit rewrites manually or with AI. Once you approve a variant, the agent runs a zero-flicker split URL test and automatically scales the winner. You keep final say on every line, but the testing and deployment happen without leaving the SeaText interface. The source pack notes: "Edit rewrites manually or with AI" and "Generate variants and scale the winners." Best fit: growth teams who want continuous on-page testing without managing ad-platform creative libraries.

Tradeoff Table

Decision Framework: Choose Based on Your Workflow

1. If you write and test ad copy only inside Google Ads or Microsoft Advertising — stay native. The AI suggestions are free, editing is immediate, and you avoid another vendor.
2. If you manage multiple accounts, need bulk edits, or serve clients who require approval chains — adopt a third-party suite. The monthly fee pays off in time saved on repetitive edits and audit trails.
3. If your bottleneck is landing-page conversion, not ad click-through — use an on-page agent like SeaText. It generates variants for the page elements that actually decide the sale (headline, offer, CTA), lets you edit each one, and runs the statistical test for you.
4. If you need both ad-copy and landing-page control — combine a third-party suite for ad platforms with SeaText for on-page. They operate on different surfaces and don't conflict.

Limitations and When This Advice Does Not Apply

• Platform-native AI suggestions are only available for responsive search ads and some Performance Max asset groups. They do not exist for Display, Video, or Shopping creative.
• Third-party suites require API access and admin permissions on each ad account. Some organizations block third-party API tokens.
• SeaText's agent requires adding a JavaScript snippet to your site and works best with sufficient traffic to reach statistical significance (typically 1,000+ visits per variant per month).
• None of these tools edit AI-generated image or video variants. For creative assets, you need design-focused tools (Canva Magic Design, Adobe Firefly, Figma AI) — outside this article's scope.
• Compliance-heavy industries (finance, pharma, legal) may require legal review on every variant. Ensure your chosen tool exports an editable changelog for reviewers.

Key Facts From SeaText Source Pack

FAQ

Can I edit AI-generated ad headlines in Google Ads after they go live?

Yes. Open the responsive search ad, click the headline or description, make changes, and save. The ad re-enters review. Historical performance for that specific asset line resets.

Do third-party suites let me reject an AI suggestion without pushing it to the ad platform?Yes. Optmyzr, AdEspresso, and Adalysis all stage suggestions in their own UI. You only push to Google Ads or Microsoft Advertising after you approve.

How does SeaText know which variant won?

The agent runs a split URL test: two versions of the same page, same traffic source, randomized assignment. It measures conversions per variant and automatically routes more traffic to the winner once statistical significance is reached.

What happens if I edit a variant mid-test in SeaText?

The test restarts for that variant. Previous data is preserved in history but not mixed with the edited version.

Can I use SeaText for ad-copy variants instead of landing-page variants?

No. SeaText optimizes on-page elements (headlines, CTAs, offers, product copy). For ad-platform creative, use Google Ads, Microsoft Advertising, or a third-party PPC suite.

Is there a limit to how many variants SeaText can generate?

The agent continuously generates variants based on visitor segments and reading telemetry. Practical limits are traffic volume and your review capacity. The dashboard surfaces the highest-potential variants first.

What does the free 1-month pilot include?

Full access to the AI Copy A/B Testing agent (and other agents) on your site. No credit card required to start. You can cancel anytime during the pilot.

What Are Manually Edited AI Variants?

When you generate copy with AI and then refine it by hand, you create a manually edited variant. This variant carries your brand voice, specific product details, or strategic messaging on top of the AI foundation. Tracking its performance helps you understand whether your edits actually improve results or if the AI version performed better.

Without tracking, you are guessing. You lose the ability to make data-driven decisions about which copy to publish and which to discard.

Core Metrics to Monitor

The most important metrics for tracking edited AI variants are:

• Click-through rate (CTR): Measures how often visitors click your CTA after seeing the variant.
• Conversion rate: Tracks how many visitors complete a desired action, such as filling out a form or making a purchase.
• Bounce rate: Shows whether visitors leave immediately or engage with the page.
• Time on page: Indicates whether visitors are reading and engaging with your content.
• Revenue per visitor: Connects copy performance directly to business outcomes.

Choose metrics that align with your specific goal for the page. A lead generation page cares about form submissions, while an ecommerce page cares about add-to-cart and purchase rates.

Setting Up Your Tracking Framework

Before you edit any AI-generated copy, establish your baseline. Record the performance of the original AI variant for at least one to two weeks, depending on your traffic volume. This baseline gives you a legitimate point of comparison.

Next, decide how you will serve variants to visitors. The two main approaches are:

1. Split URL testing: Direct a portion of visitors to a different URL containing your edited variant. This requires more setup but avoids page flicker.
2. In-page variant testing: Use JavaScript or a testing tool to swap copy elements on the same page without changing the URL. This is faster to implement but requires proper script management.

Both approaches work. Split URL testing is cleaner technically, while in-page testing is easier to manage for non-technical teams.

Step-by-Step: How to Track Manually Edited AI Variants

Step 1: Define Your Hypothesis

Before editing, write down what you expect to improve. For example, "Editing the headline to be more specific will increase CTR by 10%." A clear hypothesis keeps your testing focused and prevents scope creep.

Step 2: Create Your Edited Variant

Make your manual edits to the AI-generated copy. Focus on one change at a time when possible. Editing multiple elements simultaneously makes it impossible to know which change drove any observed difference.

Step 3: Set Up Your A/B Test

Configure your testing tool to serve the original AI version to 50% of visitors and your edited variant to the other 50%. If you use a tool with multi-armed bandit allocation, the system automatically directs more traffic to better-performing variants over time.

Ensure your testing tool tracks the specific metrics you identified in your framework setup. Verify that events are firing correctly before launching.

Step 4: Run the Test for an Appropriate Duration

Run the test until you reach statistical significance or a pre-defined sample size. Low-traffic pages may need four to eight weeks to reach significance with traditional testing methods. AI reading telemetry tools can accelerate this by analyzing behavioral signals beyond simple conversion events.

Step 5: Analyze Results and Draw Conclusions

Compare the performance of your edited variant against the original AI version. Did your edits achieve the improvement you hypothesized? If yes, publish the winning variant. If no, analyze why the edit underperformed and consider testing a different approach.

Step 6: Document Your Findings

Record what you tested, the results, and your interpretation. This documentation builds institutional knowledge and prevents repeating tests that already have clear answers.

Common Mistakes to Avoid

Testing too many variants at once. Each additional variant dilutes your traffic and extends the time needed to reach significance.

Stopping tests too early. If you end a test as soon as you see a favorable result, you risk false positives. Always pre-define your sample size or significance threshold before starting.

Ignoring micro-conversions. A visitor who does not convert might still engage meaningfully. Time on page, scroll depth, and add-to-cart actions provide context that raw conversion rates miss.

Not accounting for external factors. Seasonal changes, ad creative shifts, or website redesigns can affect results independently of your copy changes.

Tools and Platforms for Tracking Variants

Several tools can help you track manually edited AI variants:

• AI Copy A/B Testing agents: Automatically generate copy variants and scale winning performers based on live traffic data.
• Split URL testing tools: Serve different URLs to different visitor segments with zero-flicker transitions.
• AI reading telemetry platforms: Analyze millisecond-level visitor behavior, including eye-line dwell velocity and friction points, to identify which copy sections cause hesitation.
• Conversion tracking dashboards: Aggregate CTR, conversion rate, and revenue data into unified reports for easy comparison.

Choose tools that integrate with your existing analytics stack to avoid data silos and ensure all stakeholders can access the same performance insights.

Limitations and When Manual Tracking Falls Short

Manual tracking of AI variants works best for pages with moderate to high traffic. Low-traffic pages may take months to reach statistical significance, making traditional A/B testing impractical.

Tracking also struggles when your test period overlaps with major external events, such as product launches, marketing campaigns, or market disruptions. These events introduce variables that your copy edits cannot control.

Finally, tracking copy performance in isolation ignores broader user experience issues. If your page loads slowly, confuses visitors with unclear navigation, or lacks trust signals, even perfect copy will underperform.

Key Facts

FAQ

How long should I run an A/B test for AI variants?

Run tests until you reach statistical significance or a pre-defined sample size. Low-traffic pages typically need four to eight weeks. High-traffic pages may reach significance in days.

Can I test multiple edits to the same AI variant at once?

Technically yes, but it prevents you from knowing which specific change drove any observed improvement. Test one element at a time for actionable insights.

What metrics matter most for tracking edited AI copy?

Focus on metrics tied to your business goal. For most pages, conversion rate and CTR are the primary indicators. Add secondary metrics like time on page and bounce rate for context.

Do I need technical skills to track AI variants?

No. In-page testing tools and AI agents can handle the technical implementation. You need to define your hypothesis, set your success metrics, and interpret results.

What should I do if my edited variant performs worse than the AI original?

Analyze what changed and why it may have underperformed. Consider reverting to the AI version or testing a different editing approach. Negative results are still valuable data.

How does AI reading telemetry speed up testing?

AI reading telemetry captures behavioral signals beyond simple conversions, such as scroll depth and hesitation patterns. This richer data helps identify winning variants faster than conversion-only analysis.

When should I use split URL testing instead of in-page testing?

Use split URL testing when you need clean traffic separation, when page elements other than copy differ between variants, or when you want to avoid any risk of in-page script conflicts.

Check your internet connection, verify your API key, ensure you have the correct Odoo version, and try reinstalling the SeaText module. Then follow the diagnostic sequence below to isolate the exact failure mode. Most SeaText configuration problems in Odoo trace to a small set of source-backed causes: pasting the JavaScript code snippet in the wrong block, using an outdated or malformed snippet, running the integration on a restricted development URL, or skipping the visibility and domain settings required by the platform.

Quick Diagnostic Overview: Symptom vs. Root Cause vs. Fix

The table below maps the most common failure symptoms to their likely root causes and the matching source-backed fix. Use it to jump to the right section of this article.

Understanding SeaText Configuration Failures in Odoo

SeaText integrates with Odoo through a JavaScript code snippet, not through a server-side module with an API key. The official integration guide describes a step-by-step embed process inside the Odoo Website editor. When that process fails, the cause is almost always a mismatch between where the snippet was placed and how the Embed Code module expects to receive it.

A configuration failure means the SeaText AI agents will not run on the Odoo site. The agents only activate after a valid snippet is saved inside the correct block. Until that happens, the integration is inert. The platform describes the installation as secure and inert until activation, so a failure is recoverable without damaging the site.

Most failures fall into five categories that line up with the SeaText documentation: snippet placement, snippet validity, domain restrictions, multiple-domain handling, and visibility settings. Each category has a clear diagnostic path, which the rest of this article walks through.

Diagnostic Step 1: Verify Snippet Placement in the Embed Code Module

The first thing to confirm is that the code snippet is going into the right Odoo block. SeaText is installed by dragging the "Embed Code" module from the "Dynamic Content" section of the Blocks panel, not from any other section. If the snippet was dropped into a standard text or HTML block, SeaText will not run, even if the code looks correct.

To verify placement, open the Odoo Website editor on the page where SeaText should appear. Click "Edit" to open the editing panel. Scroll through the "Blocks" panel until you reach the "Dynamic Content" section. Confirm that the block currently holding the snippet is the "Embed Code" module. If it is not, remove the misplaced block, then drag the correct module from Dynamic Content into the same location.

After the Embed Code module is in place, click the "Edit" button in the right panel. A pop-up window opens. Paste the code snippet provided by SEATEXT AI into the designated area inside that pop-up, then click "Save." If a pop-up did not appear, the wrong block is being used. The snippet must go into the Embed Code pop-up, not directly into the page body.

Diagnostic Step 2: Verify the Snippet Itself Is Valid and Current

If placement is correct but SeaText still does not activate, the snippet itself may be the issue. SeaText supplies a fresh JavaScript code snippet inside each SEATEXT AI account. The integration is sensitive to three things: a complete copy, no extra characters, and the snippet matching the domain registered to the account.

Start by logging in to your SEATEXT AI account. Locate the JavaScript code snippet that appears in the integration section. Copy it again from the source. Do not retype it. Hand-typed versions usually break because of dropped characters or escaped quotes.

Next, paste the freshly copied snippet into the Embed Code pop-up in Odoo. Make sure no extra spaces, line breaks, or HTML wrappers were added during the copy or paste. Click "Save" inside the pop-up, then click "Save" again at the page level. Reload the live page in a private browser window and confirm that SeaText activates. If activation still does not happen, the issue is almost certainly in a later diagnostic step rather than the snippet itself.

Diagnostic Step 3: Resolve Domain Restrictions

SeaText enforces strict domain rules. Development URLs such as localhost are restricted for security reasons, and SeaText will not associate them with your account. Dynamic development domains may not function reliably either, because SeaText AI might be unable to reliably associate traffic with your account.

The practical rule is simple: use a valid, real domain. If the Odoo site is running on localhost during local development, the integration will fail at the domain check, not at the snippet check. To test SeaText against a working build, point the Odoo instance at a real domain that resolves publicly, even a temporary staging domain, and try the integration there.

If the live site is on a real domain but SeaText still rejects the configuration, check that the domain in the browser address bar exactly matches the primary URL registered to the SEATEXT AI account. A mismatch between www.example.com and example.com, or between http and https, is enough to cause a silent failure during the domain check.

Diagnostic Step 4: Handle Multiple Domains and Multiple Websites

Each SEATEXT AI account is linked to a single primary URL. If the team needs SeaText on a development domain and a production domain, separate accounts must be created. The same rule applies to multiple websites. One account cannot be reused across distinct domains, because traffic association and billing are tied to the primary URL on file.

To set this up correctly, log in to SeaText and create one account per domain. For each account, copy the JavaScript code snippet provided by SEATEXT AI for that specific account. Then paste the matching snippet into the Embed Code module on the matching Odoo site. A common failure mode is reusing a snippet from a production account on a staging site, or vice versa, which makes the configuration appear to save but never activates.

For projects with several websites, follow the same pattern: one account per website, one snippet per website. This keeps the domain-to-snippet mapping clean and prevents silent activation failures.

Diagnostic Step 5: Apply the Correct Visibility Settings

After the snippet is saved, SeaText still needs the visibility setting to match the layout. The Embed Code module includes a "Hide on Desktop" option in the "Visibility" section. If the block is visible on desktop and disrupts the design, this setting was skipped.

Open the Embed Code module settings, locate the "Visibility" section, and select "Hide on Desktop." Click "Save" to apply. This keeps the snippet active in the page source so SeaText can run, while keeping the empty block out of the visible layout on desktop devices. On mobile, the block typically remains hidden as well when this option is enabled, which is the expected behavior for a tag-based integration.

Some teams skip this step and then assume SeaText is not working because nothing is visible on the page. That is normal. SeaText runs in the background; it does not render visible UI. The "Hide on Desktop" option is about the Embed Code container, not about the agents themselves.

Diagnostic Step 6: Confirm the SeaText Account and Odoo Version

Before any snippet is pasted, a SEATEXT AI account must exist. The integration guide states that a SEATEXT AI account is required before installation, and the AI remains inert until activated. If the configuration fails before saving, the first checkpoint is the account, not the Odoo version.

Create a SEATEXT AI account if one does not exist, then sign in and copy the JavaScript code snippet provided by SEATEXT AI. Use that snippet in the Embed Code module on the Odoo site. If an account already exists, sign out and back in to confirm the session is valid, then copy a fresh snippet from the integration section.

For Odoo version compatibility, refer to the SeaText integration page for the currently supported Odoo versions. If the running Odoo instance is on an older or very new version that is not listed, the integration may not load the Dynamic Content section in the same way, which can make the Embed Code module hard to find. In that case, either update Odoo to a supported version or wait for a SeaText update that covers the running version.

Diagnostic Step 7: Reinstall the Module-Style Integration by Re-Saving the Snippet

There is no traditional server-side module to reinstall. The SeaText integration is a JavaScript code snippet, so the closest equivalent to "reinstalling the SeaText module" is to remove the Embed Code block and re-add it. This clears any partial saves, duplicate blocks, or stale snippets that may be sitting on the page.

To do this, enter the Odoo Website editor, click the Embed Code block, and delete it. Save the page. Then reopen the editor, drag a fresh "Embed Code" module from the "Dynamic Content" section, paste the current JavaScript code snippet provided by SEATEXT AI, save the pop-up, apply the "Hide on Desktop" visibility setting, and save the page again. This clean re-install resolves the majority of stubborn configuration failures that survive the earlier steps.

When to Seek Further Support

If the diagnostic sequence above has been followed and the configuration still fails, the issue is most likely account-, domain-, or version-specific. At that point, contact SeaText support with the following details: the exact Odoo version, the registered primary URL on the SEATEXT AI account, the browser and device used to test, and a description of the failing step from this article. This short list lets support isolate the problem quickly without back-and-forth on the basics.

Key Facts

Limitations and Considerations

• Domain Specificity: Each SEATEXT AI account is tied to a single primary URL. Using SeaText on multiple distinct websites requires a separate account for each.
• Development URL Restrictions: Security rules prevent the use of localhost. A live, valid domain is mandatory for the integration to activate.
• Dynamic Development Domains: These may not be reliably associated with the account, which can lead to silent activation failures.
• Snippet Reuse: A snippet from one account should not be pasted into a site registered to a different account or domain.

Frequently Asked Questions (FAQ)

Why is my SeaText integration failing in Odoo?

The most common causes are pasting the snippet into the wrong block, using an invalid or stale snippet, running the integration on a restricted development URL, or skipping the visibility settings described in the SeaText integration guide.

What is the most common cause of SeaText configuration errors?

Placing the JavaScript code snippet into a block other than the "Embed Code" module under "Dynamic Content." The snippet must go into the pop-up window of the Embed Code module.

Can I use SeaText on multiple Odoo websites?

Yes, but you need a separate SEATEXT AI account for each website or domain. Each account is linked to a single primary URL, and each account provides its own code snippet.

What should I do if I suspect my snippet is wrong?

Log in to the matching SEATEXT AI account, copy a f

Seatext is not a Notion plugin, add-on, or native integration. It is a standalone website optimization platform that runs on any website, no matter which CMS, builder, or custom stack you use. You install it with a small JavaScript snippet. Once installed, Seatext deploys autonomous AI agents that rewrite pages, translate content, detect bots, and improve ad performance in real time. It also works alongside ad platforms like Google Ads, Meta, TikTok, and Reddit.

This matters because many people hear about Seatext through a Notion-related search. The name can look similar. But the product has nothing to do with Notion. It runs on your own website, on your own domain, in front of your real visitors. Below is a complete look at what Seatext supports, how it works on different platforms, and where its limits are.

Direct Answer: Platforms Seatext Supports Beyond Notion

Seatext does not integrate with Notion at all. It supports every kind of website. That includes common website builders, ecommerce platforms, and fully custom sites. It also supports the major ad networks that send traffic to your site. The full list breaks down into three groups: website platforms, ad networks, and traffic or AI sources.

Website platforms

• WordPress — works on any theme or page builder via the snippet.
• Shopify — works on stores of any size.
• Squarespace — works via the code injection field.
• Wix — works via the custom code element.
• Custom HTML or static sites — works by pasting the snippet before the closing body tag.
• Webflow, Framer, and other no-code tools — works the same way, through a custom code block.
• Headless CMS setups — works on the front-end layer.
• Any custom-built site — works as long as the browser can load JavaScript.

Ad networks and traffic sources

• Google Ads — for landing page rewriting and bot refunds.
• Meta (Facebook and Instagram) — for bot refunds and visitor source rewrites.
• TikTok — for click fraud reports and refund claims.
• Reddit — for click fraud reports and refund claims.
• Organic search, email, referral articles — for visitor source rewrites.

AI and chat platforms

• ChatGPT — for the Brand Choice Agent that shapes AI answers.
• Claude — via the WebMCP agent that turns your site into an MCP server.

The short version: if you have a website, Seatext can run on it. If you do not have a website, Seatext is not the right product for you.

What Seatext Is, and What It Is Not

Seatext is an AI marketing agent platform. It uses autonomous agents to improve four areas: website conversion rate, traffic quality, multilingual growth, and ad ROI. Each agent runs on your live site and reacts to what each visitor does. The platform is built around the idea that you should not have to guess what copy, translation, or landing page works. The agents test, learn, and adjust on their own.

What Seatext is not:

• It is not a Notion plugin. There is no Notion app, embed, or block.
• It is not a static content tool. It acts on the page the visitor sees.
• It is not a CRM or email tool. It focuses on on-site and ad performance.
• It is not a manual A/B testing tool. The CRO agent runs adaptive tests in the background.
• It is not a closed app you must build your site around. It sits on top of your existing site.

You can think of it as a layer of intelligent code that runs in the browser. It reads the page, the visitor, and the traffic source. Then it acts, like swapping a headline, translating text, or flagging a bot click.

How Seatext Works on Any Website

The setup is the same no matter what platform you use. Seatext gives you a small JavaScript snippet. You paste it into your site once. From that point on, the agents run in the visitor's browser. They do not need server access, a plugin, or a special theme. They work on the client side, which is why they fit any website.

Here is the typical process:

1. Sign up for a Seatext account.
2. Copy the snippet from the dashboard.
3. Paste it into your site. Most builders have a custom code or header field.
4. Choose which agents to turn on. You can start with one and add more later.
5. Watch the dashboard for changes in conversion rate, traffic, and refunds.

The whole install takes under a minute on most sites. That is why Seatext works on platforms where you cannot install server-side code, like Shopify or Wix. The browser does the work, not the server.

Why a snippet, not a plugin

Plugins need a CMS that supports them. Not every builder does. A JavaScript snippet runs anywhere a browser runs. This design choice is what allows Seatext to claim it works on any website. The platform does not care which CMS you use. It only cares that the visitor's browser can load JavaScript.

What the agents do once installed

Once active, the agents act on each session. The Google Ads Landing Page Agent reads the search keyword and rewrites the page in real time. The Website Translation Agent renders content in the visitor's language, up to 125 languages. The Bot Refund Agent watches each click for bot signals and saves evidence. The Visitor Source Rewrite Agent matches the page to the traffic source, like email or a referral article. All of this happens before the visitor notices anything unusual.

Platforms and Integrations: A Closer Look

It helps to see how Seatext connects to each major system. Some are native connections. Some rely on standard data feeds. Some only need the snippet on your site.

CMS and website builders

Seatext works on every major CMS because it runs client-side. WordPress, Shopify, Squarespace, Wix, Webflow, Framer, and custom HTML all work. The snippet goes in a header, footer, or custom code field. There is no native plugin for any of these platforms. That is by design. A single snippet works everywhere.

Ad networks

For Google Ads, Seatext reads the search term from the URL and rewrites the page. It does not need Google Ads API access to do that. For Meta, TikTok, and Reddit, the Bot Refund Agent builds a report you can submit. According to Seatext, 87% of those client reports are accepted. The platform also works with Conversion Relay (CAPI) to forward real purchase data back to Meta and Google.

Traffic sources

Seatext's Visitor Source Rewrite Agent adapts the page to where the visitor came from. That includes Google search, Meta ads, email campaigns, referral articles, and direct visits. The agent reads the referrer and changes the headline, offer, or call to action to match.

AI assistants and chat

Seatext has a ChatGPT Brand Choice Agent. It shapes what AI tools say about your brand when buyers ask for recommendations. It also offers a WebMCP agent that turns your site into an MCP server. That means Claude and ChatGPT can read structured data from your site through Seatext.

Enterprise tools

For larger teams, Seatext offers a managed rollout. The team integrates agents across multiple sites and regions. They also build custom agents for specific products or campaigns. This is meant for marketing teams that need hands-on help.

Key Facts About Seatext at a Glance

Decision Criteria: Who Should Use Seatext, and Who Should Not

Not every team needs Seatext. The platform is built for specific problems. Here is how to decide if it fits.

Seatext is a strong fit if you:

• Run paid traffic on Google Ads, Meta, TikTok, or Reddit.
• Want to recover budget lost to bot clicks.
• Sell in more than one country and need translations.
• Have a site with many landing pages and want them to match ad keywords.
• Run ecommerce and want to test product copy continuously.
• Want AI agents that act on the site, not just suggest changes.

Seatext is not the right fit if you:

• Do not have a website at all.
• Only need a Notion integration. Seatext does not connect to Notion.
• Want full manual control over every change. The platform runs on autonomy.
• Run no paid ads and have no translation needs.
• Need a backend server tool, not a browser-side tool.

How it compares to common alternatives

Traditional A/B testing tools need large traffic samples. They take months to reach confidence. Seatext's CRO agent uses reading telemetry and multi-armed bandit logic. It can shift traffic to winning copy in hours, not months. Most landing page builders are static. They do not change based on the visitor's search term. Seatext does. Most translation tools translate once. Seatext's Translation Agent can keep updating. Most bot tools only block. Seatext detects, saves evidence, and helps you file refund claims.

How to Add Seatext to Your Website

The install is the same on every platform. You do not need a developer for the basic setup.

1. Create a Seatext account on the official site.
2. Open the install section in the dashboard.
3. Copy the JavaScript snippet provided.
4. Paste it into your site's custom code, header, or footer field.
5. Publish your site or template change.
6. Activate the agents you want, like Google Ads Landing Page or Bot Refund.
7. Check the dashboard to confirm sessions are being processed.

If you use WordPress, the snippet can go in your theme's header or through a header injection plugin. On Shopify, paste it into theme.liquid. On Wix, use the custom code element in the developer tools. On Webflow, use the custom code section in site settings. On custom HTML, paste it before the closing body tag.

Limitations and Edge Cases

Seatext has clear limits. It is important to know them before you sign up.

It only works on websites. There is no Notion integration, no mobile app, and no desktop app. If you do not have a website, the product cannot help you. The platform also assumes you have some form of paid traffic or international visitors. If you run a small local site with no ads and one language, most agents will not be useful.

Because the agents run in the browser, very old or locked-down browsers may not get the full effect. If a visitor has JavaScript disabled, the page stays static. The CRO and translation agents depend on real browser sessions. That is the trade-off for the wide platform support.

For very large enterprises, the managed rollout option is needed. The base platform is self-serve. Custom agents, multi-region rollouts, and legal review flows require the enterprise plan and direct contact with the Seatext team.

Practical Scenarios

Here are a few common cases where Seatext fits, and how it works in each.

Shopify store running Google Ads

A Shopify store runs Google Ads for many product keywords. Each keyword lands on the same generic product page. Seatext reads the search term and rewrites the page so the headline, offer, and CTA match. The store sees more conversions from the same traffic. The snippet goes into theme.liquid once.

WordPress site in five languages

A WordPress site wants to reach buyers in France, Germany, Spain, Japan, and Brazil. Manually translating is slow. Seatext's Translation Agent renders the page in 125 languages based on the visitor's location or browser settings. The team does not need a multisite setup.

Agency running Meta and TikTok ads

An agency runs paid campaigns for clients on Meta and TikTok. Bot clicks are eating into the budget. Seatext's Bot Refund Agent watches each click, saves evidence, and builds a report. The agency submits the report to the ad network. According to Seatext, 87% of these reports are accepted.

B2B site with low traffic

A B2B site gets a few hundred visitors a month. Classic A/B tests would take months to reach significance. Seatext's CRO agent reads behavior like scroll depth and dwell time. It generates copy variants and shifts traffic to winners in hours, using multi-armed bandit logic.

Brand worried about ChatGPT answers

A brand sees that ChatGPT recommends competitors when buyers ask for the best option. Seatext's Brand Choice Agent builds the structured proof and content that AI tools need to recommend the brand. It also offers a WebMCP layer so AI tools can read the site directly.

Why It Matters: The Bigger Picture

Seatext sits at the intersection of three trends in digital marketing. First, paid traffic costs keep rising. Bot fraud and irrelevant clicks drain budgets. Second, search intent is more specific than ever. Generic pages do not match long-tail keywords. Third, AI assistants like ChatGPT and Claude are becoming a new kind of search engine. Brands need to show up correctly in AI answers, not just in Google results.

Seatext addresses all three with autonomous agents. It rewrites pages to match intent. It detects bots and helps you file refunds. It shapes your brand's presence in AI answers. The fact that it works on any website, not just Notion, is a design choice. It removes a barrier. You do not need to change your CMS. You do not need to migrate. You paste a snippet and start.

Frequently Asked Questions

Does Seatext integrate with Notion?

No. Seatext is a website optimization platform. It does not connect to Notion in any way. It is not a Notion plugin, embed, or app. It runs on your website.

What platforms does Seatext support besides Notion?

Seatext supports every

What the data attribute does

The SeaText AI data attribute marks specific HTML elements so the platform knows which text to analyze, translate, or optimize. When the SeaText script loads, it scans the DOM for elements carrying this attribute and applies the active AI agents — such as translation, CRO rewriting, or personalization — only to those sections. Without the attribute, the script either ignores the content or, depending on configuration, attempts to process the entire page, which can cause unintended changes.

According to the Shopify integration guide, after pasting the SeaText code snippet you must wrap the product description output with the data attribute and then verify its presence in the HTML source using browser developer tools. This verification step exists because a missing or malformed attribute is the single most common reason the AI appears "not to work."

How the attribute scanning process works

SeaText uses a DOM scanner that runs once the page is ready. It looks for elements with the exact attribute string. The scanner does not use fuzzy matching. It does not fall back to other attributes. If the attribute is missing or misspelled, that element is skipped entirely.

The scanner also checks for the attribute's presence on the parent elements. If a parent has the attribute, the scanner will process all child text nodes within that parent. This is why wrapping the smallest container is important. Marking a large container like the entire body will process everything, including navigation and footer text.

Understanding this process helps you debug issues. If the attribute is correctly placed but nothing happens, inspect the network tab. The SeaText script must load before the scanner runs. If the script loads after the DOM ready event, the scanner may miss the attribute. Ensure the script is placed in the <head> or early in the <body> per the integration instructions.

Mistake 1: Wrong attribute name or spelling

Developers often type data-seatext, data-ai-scope, or data-seatext-ai instead of the exact attribute name documented at documentation-ai-scope. The scanner performs an exact string match; a single character difference means the element is skipped. Copy the attribute name directly from the official documentation or the code snippet provided in your SeaText dashboard.

Practical scenario: A developer manually types the attribute in a product template. They accidentally use a hyphen instead of an underscore. The scanner finds nothing. The page loads normally, but the AI agents never activate. The fix is to paste the attribute from the dashboard, not retype it.

Another common mistake is using a different casing. The attribute is case-sensitive. data-seatext-ai is not the same as data-SeaText-AI. Copy the exact string from the source.

Mistake 2: Placing the attribute on unsupported elements

The attribute is designed for content containers — product descriptions, headings, CTA blocks, and similar text-heavy elements. Adding it to <script>, <style>, <input>, <select>, or empty wrapper <div> elements produces no useful result and can confuse the content extractor. Wrap the actual text node or the smallest semantic container that holds the target copy.

For example, a developer might add the attribute to a <span> that wraps only an icon. The scanner looks for text content. If the element has no text, the scanner skips it. Always place the attribute on the element that contains the visible text you want to optimize.

Decision criteria: If the element contains text that changes based on visitor intent, language, or SEO, it is a good candidate. If the element is decorative or empty, leave it unmarked.

Mistake 3: Forgetting to load the SeaText script first

The attribute is inert without the SeaText JavaScript. A common sequence error is adding the attribute to the theme files before the SeaText snippet has been pasted into theme.liquid (or the equivalent layout file) and saved. The integration guide explicitly orders the steps: paste the snippet, save, then implement the tag in product descriptions. Reversing this order leaves the attribute present but non-functional until the next page load after the script is active.

Practical scenario: A developer adds the attribute on Monday. They add the script on Tuesday. The attribute does nothing on Monday. On Tuesday, after the script is added, the scanner runs and finds the attribute. The page must be reloaded for the scanner to run. If the developer only tested on Monday, they would think the attribute is broken.

Limitations: The script must be loaded on every page that uses the attribute. If the script is only on product pages, the attribute on homepage will not work. Ensure the script is in the global layout file.

Mistake 4: Conflicts with other data attributes

Multiple analytics, personalization, or translation tools often use generic data-* attributes. If another script mutates or removes attributes during DOM ready, SeaText may not find its marker. Inspect the rendered HTML after all scripts execute; if the SeaText attribute is missing or altered, adjust load order or use a more specific selector namespace documented by SeaText.

For example, a third-party personalization tool might remove all data-* attributes from certain elements before the SeaText scanner runs. This is rare but possible. The solution is to ensure SeaText loads after the conflicting script, or to use a custom attribute name that does not conflict.

Decision criteria: If you use multiple tools that modify the DOM, test the attribute in isolation first. Remove other scripts temporarily to see if the attribute works. Then add them back one by one to identify the conflict.

Mistake 5: Using development or localhost URLs

SeaText accounts are bound to a single primary domain. The source pack states that development URLs such as localhost are restricted for security reasons, and dynamic development domains may not function properly because the platform cannot reliably associate traffic with your account. Testing the attribute on a staging subdomain that matches your licensed domain (e.g., staging.yourdomain.com) works; localhost:3000 does not.

Practical scenario: A developer tests the attribute on a local development server. They see no effect. They assume the attribute is broken. But the real issue is that the SeaText account does not recognize localhost. The solution is to use a staging environment with a real domain and a separate SeaText account.

Limitations: If your staging domain is a subdomain of your production domain, you can use the same account? The source pack says one account per primary URL. A subdomain is a different URL. So you need a separate account for the staging subdomain. Always check the account licensing.

Mistake 6: One account across multiple domains

Each SeaText AI account links to one primary URL. If you manage a production store and a separate development store, you need two accounts. Using the same script snippet on both domains causes attribution errors and the data attribute will not trigger optimizations on the unlicensed domain.

Practical scenario: A company has a live site at example.com and a staging site at staging.example.com. They use the same SeaText script on both. The staging site's attribute never works. The fix is to create a second SeaText account for the staging subdomain and use its unique script snippet.

Why this matters: Without separate accounts, SeaText cannot distinguish between the two sites. The AI agents may try to optimize the staging site using production data, leading to incorrect optimizations. Always create a new account for each domain.

Best practices for avoiding mistakes

Follow these practices to avoid common errors. First, always copy the attribute name from the dashboard. Never type it manually. Second, wrap only the content container that holds the text you want to optimize. Third, paste the SeaText script before adding any attributes. Fourth, test on a staging subdomain with a separate account. Fifth, inspect the rendered HTML after all scripts load to confirm the attribute is present.

Use a checklist before deploying. Verify the script loads in the network tab. Check the console for SeaText initialization logs. Test a specific agent, like translation, to see if the content changes. If nothing changes, go back through the mistakes above.

Limitations of this guidance

The source pack covers Shopify integration and general account rules. It does not enumerate every possible CMS, framework-specific quirks (React hydration, Vue SSR, Next.js app router), or the exact attribute name string. For platform-specific edge cases, consult the official documentation link above or contact SeaText support.

Additionally, the guidance assumes the attribute is used on static HTML. Dynamic frameworks may require additional steps, such as re-running the scanner after DOM updates. The SeaText API may expose a re-scan method for dynamic content.

FAQ

Why does the attribute appear in my theme code but nothing happens on the live page?

Most likely the SeaText script has not loaded (check network tab for the script request), the domain does not match the licensed primary URL, or the attribute name differs by a single character from the documented value.

Can I add the attribute via JavaScript after page load?

Yes, but the SeaText scanner runs on DOM ready. Dynamically added attributes require a manual re-scan call (exposed by the SeaText API) or a page navigation that triggers a fresh scan.

Does the attribute work inside Shadow DOM?

The source pack does not address Shadow DOM. Standard DOM scanning does not penetrate closed shadow roots; you would need to attach the attribute inside the shadow tree and ensure the SeaText script runs in that context.

What happens if I mark the entire <body>?

The AI will attempt to process all text nodes, which can translate or rewrite navigation, legal footers, and script-generated content. This is discouraged; mark only the content sections you want optimized.

How do I test on a staging environment?

Use a real subdomain of your licensed domain (e.g., staging.example.com) with a separate SeaText account created for that subdomain. localhost and ephemeral preview URLs will not work.

Where do I find the exact attribute name for my account?

Log into your SeaText dashboard, open the integration or installation section, and copy the attribute from the provided code snippet. The documentation page linked in the Shopify guide is the canonical reference.

What if the attribute works on one page but not another?

Check if the script is included in the layout file for that page. Also check if the attribute is present in the HTML source. Sometimes caching plugins strip the attribute. Clear caches and re-test.

Can I use multiple attributes on the same page?

Yes, you can add the attribute to multiple elements. Each element will be processed individually. This is useful for marking separate sections like product description, customer reviews, and FAQ.

Yes, Seatext has a free plan. It lets you personalize your website for up to 5 keywords at no cost, permanently. If you need more keywords or full agent access, the paid plan starts at $59/month for autonomous AI marketing agents. There is also a free 1-month pilot trial that unlocks the full system so you can test before committing.

This guide explains what each price level includes, how the product works, what drives the final cost, and how to choose the right scope for your campaigns.

Recommendation: Start with the free 5-keyword plan to see real rewrites on your live traffic. If you need more volume, activate the 1-month pilot trial to test the full agent suite before paying $59/month. For multi-region or legally regulated sites, request an enterprise quote.

Direct Answer: What Seatext Costs and Whether a Free Plan Exists

Seatext offers a permanent free tier that covers up to 5 keywords. The entry paid plan is $59 per month for autonomous AI marketing agents. A separate free 1-month pilot trial gives you full access to the paid feature set for a limited time. Enterprise managed services are custom-priced and require a sales conversation.

The free plan is not a time-limited trial. It stays free as long as you stay within the 5-keyword limit. The pilot trial is time-boxed to one month and is designed to let you evaluate the full platform before subscribing.

How Seatext Works

Seatext installs on your website with a single script. When a visitor clicks a paid ad, the system reads the keyword from the URL parameters. It then rewrites the landing page text in real time so the headline, offer, and call-to-action match that specific search term.

You choose which keywords to personalize. For each keyword, you can review the AI-generated copy, edit it manually, give the AI written instructions to improve the output, or turn optimization off for that keyword entirely. This control layer means you never publish something you haven't seen.

Beyond keyword matching, the platform runs 20+ autonomous agents. These agents handle translation into 125 languages, A/B testing of copy variants, bot detection and refund reporting for Google and Meta, conversion relay to ad platforms, and AI chat that books meetings. Each agent can be activated independently.

The rewrite happens before the page renders, so visitors see the personalized version instantly. No new pages are created. The original page remains unchanged for organic traffic.

Free Plan Details

The free plan gives you up to 5 keywords across your entire account. This limit applies to the total number of keywords you choose to personalize, not per page or per campaign. If you run multiple ad groups, you must pick the five most important keywords overall.

For each of those five keywords, Seatext will detect the term from the ad click and rewrite the landing page text automatically. You get the same review and edit controls as paid users. You also get access to the core rewriting engine and basic reporting.

What the free plan does not include: the full suite of 20+ agents (translation, bot protection, A/B testing, AI chat, etc.), higher keyword volumes, managed onboarding, or enterprise review workflows. It is designed for a single landing page or a very small test campaign.

Because the limit is per account, agencies managing multiple clients will hit the cap quickly. Each client would need a separate Seatext account to get their own 5 free keywords.

Paid Plan Details

The $59/month plan unlocks the autonomous AI marketing agents. According to Seatext's site, this includes agents that improve conversion rate, drive multilingual growth, protect traffic quality, and improve ad ROI. The term "autonomous" means the agents run continuously and adapt your site text without manual work after initial setup.

The platform lists 20+ agents. Key agents include:

• Google Ads Landing Page AI: Rewrites ad landing pages by campaign keyword intent.
• Website Translation (125 Langs): Translates the entire site with zero code and full control.
• AI Copy A/B Testing: Generates copy variants and scales winners automatically.
• Bot Protection Agent: Detects fraudulent clicks and builds forensic reports to claim refunds from Google and Meta.
• Conversion Relay (CAPI): Forwards 100% of real purchases to Meta and Google Conversion APIs.
• AI Personalization Agent: Adapts site copy in real time to visitor context beyond keywords.
• Local AI SEO: Ranks for "near me" and neighborhood searches.
• ChatGPT Brand Visibility: Shapes what LLMs recommend about your products.
• Free AI Website Chat: Autonomous sales chat agent that books and closes.

Seatext does not publish a detailed matrix showing which agents are included in the $59 base price versus which require add-ons or enterprise. You should verify the exact agent list in your onboarding or sales conversation.

The paid plan is self-serve. You add the script, activate the agents you want, and manage them through the dashboard. There is no mandatory contract term mentioned; monthly billing is standard.

What Drives the Final Cost

Seatext publishes only the $59 starting figure. Based on the product structure, these variables will likely affect your final price:

• Number of keywords. The free tier covers 5. Paid plans almost certainly scale with keyword volume. Ask for the per-keyword or tiered pricing schedule.
• Number of pages and visitors. More rewrite actions and higher traffic may increase usage costs, especially if agents process each page view.
• AI agents activated. Not all 20+ agents may be in the base $59 plan. Translation, bot protection, AI chat, and advanced SEO agents could be add-ons.
• Managed services. Seatext offers an implementation partnership: they integrate agents across your sites and regions, rebuild workflows, manage performance, and develop custom agents. This is custom-priced.
• Custom agent development. If you need agents built around your specific products or internal workflows, you enter the enterprise track.
• Enterprise review flows. Legal, brand, regional, and growth team approval workflows are part of the managed enterprise offering.

Raise each of these points in a sales conversation. Do not assume every agent or feature is included in the $59 price.

How to Choose the Right Plan

Follow this five-step process to decide your scope and budget.

1. List your target keywords. Pull the search terms that generate the most ad clicks for your best landing pages. Rank them by volume and conversion value.
2. Start with the free 5-keyword plan. Install the script, select your top five keywords, and let the rewrites run for at least two weeks. Check whether the generated copy feels relevant, on-brand, and compliant.
3. If you need more volume, activate the 1-month pilot trial. This unlocks the full agent suite. Use it to test translation, A/B testing, bot reports, and chat on real traffic. Measure lift in conversion rate, quality score, and lead quality.
4. Map agents to your actual needs. Do you need 125-language translation? A/B testing? Bot refund reports? AI chat? Turn on only the agents you will use. Each active agent may affect price or performance.
5. For complex setups, request a managed quote. If you operate multiple sites, multiple regions, have strict legal review requirements, or need custom agents, the enterprise path is the right choice. Expect a custom scope and price.

Decision rule: if your paid search account has more than 5 high-value keywords, you will outgrow the free tier quickly. The pilot trial is the lowest-risk way to evaluate the paid experience.

Limitations and Trade-offs

• Free keyword cap is low. Five keywords total is tiny for any serious paid search program with dozens of ad groups.
• Agent inclusion unclear. Seatext does not clearly state which of the 20+ agents are in the $59 base plan versus add-ons. Verify before committing.
• Real-time rewrites change visitor experience. If your industry requires legal or compliance approval for copy changes, you need a review workflow. The free and base paid plans are self-serve; enterprise adds review flows.
• No public pricing tiers beyond $59. You cannot model costs for keyword volumes of 50, 500, or 5,000 without talking to sales.
• Performance claims are marketing figures. The +35% conversion lift, +25% conversion rate, and 20% ad spend recovery are claimed benefits from Seatext's own materials. Your results will vary by vertical, traffic quality, and creative.
• Agency multi-client management. Each client needs a separate account for their own 5 free keywords. No agency dashboard or volume discount is published.

Frequently Asked Questions

Is there a free plan for Seatext?

Yes. You can personalize up to 5 keywords free, permanently. The AI rewrites your landing page text in real time for those keywords. You can review, edit, instruct, or disable each keyword's optimization.

How much does Seatext cost per month?

The published starting price is $59/month for autonomous AI marketing agents. Enterprise managed plans are custom-priced through sales.

Does Seatext offer a free trial?

Yes. A free 1-month pilot trial is advertised on the Google Ads Landing Page feature page. It gives you full access to the paid feature set for 30 days.

What factors will increase the price of Seatext?

More keywords, additional AI agents, translation volume, bot protection usage, and managed enterprise services are the likely cost drivers. Exact tier pricing is not published.

Can I disable the AI rewrites if I don't like them?

Yes. For any keyword, you can review the rewrite, manually edit it, give the AI written instructions to improve, or turn the optimization off completely.

Does the free plan include the 1-month trial?

No. They are separate. The free plan is a permanent 5-keyword allowance. The 1-month pilot trial is a time-limited test of the full system.

Which AI agents are included in the $59 plan?

Seatext lists 20+ agents on its site but does not publish a definitive inclusion matrix for the $59 tier. Ask for the current agent list during onboarding or a sales call.

How does Seatext handle legal or compliance review?

Self-serve plans give you manual review and edit controls per keyword. Enterprise plans add structured review flows for legal, brand, regional, and growth teams.

Can agencies manage multiple clients under one account?

The free 5-keyword limit is per account. Agencies typically need a separate Seatext account per client to give each client their own free tier. No agency-specific dashboard or volume pricing is published.

What happens after the 1-month pilot trial ends?

You can subscribe to the $59/month plan, downgrade to the free 5-keyword plan, or let the account go inactive. Seatext does not auto-charge after the trial without explicit consent.

Common Causes for Integration Failure

If your SeaText integration is not appearing or functioning as expected within Odoo, the issue is rarely a complex software conflict. Most often, it is a simple matter of configuration, caching, or domain alignment. Start your troubleshooting by checking these three areas:

• Incorrect Snippet Placement: Ensure the JavaScript code is pasted directly into the 'Embed Code' module within Odoo's 'Dynamic Content' section.
• Website Caching: Odoo often caches website assets. If you have updated the code, you must refresh your website or clear the cache to see the changes.
• Domain Mismatch: SeaText accounts are linked to a single primary URL. If you are testing on a development domain or a different URL than the one registered in your SeaText account, the script will not initialize.

How the SeaText Script Initializes in Odoo

Understanding the initialization sequence helps you diagnose where things go wrong. When a visitor loads a page with the SeaText embed block, the process follows a specific order:

1. Page Load: Odoo renders the HTML page and loads all assets, including the Embed Code block.
2. Script Fetch: The browser requests the SeaText JavaScript file from the SeaText servers using the account ID embedded in your snippet.
3. Domain Verification: SeaText checks whether the requesting domain matches the registered primary URL in your account.
4. AI Activation: If the domain matches, SeaText initializes the AI assistant and attaches it to the designated area on your page.
5. Visitor Interaction: The AI becomes visible and interactive based on your configured visibility settings in the Embed Code block.

If any step in this sequence fails, the AI will not appear. The most common failure points are step 2 (script not loading due to caching or blocking) and step 3 (domain mismatch preventing initialization).

According to the official SeaText Odoo integration guide, you must paste the full JavaScript snippet into the designated area in the Embed Code module, then click "Save" to apply changes. The script will not function if it is truncated during pasting.

Diagnostic Sequence: Step-by-Step Verification

Follow this order to isolate the problem:

1. Verify the Account URL: Confirm that the domain where your Odoo site is hosted matches the primary URL registered in your SeaText account. SeaText does not support localhost or dynamic development domains for security reasons.
2. Check the Embed Block: Navigate to your Odoo Website module, open the page editor, and locate the 'Embed Code' block. Click 'Edit' to ensure the full JavaScript snippet is present and has not been truncated or modified.
3. Check Visibility Settings: Verify that you have not accidentally set the block to 'Hide on Desktop' if you are testing on a desktop browser, or 'Hide on Mobile' if you are testing on a phone.
4. Clear Odoo Cache: After saving changes in the Odoo editor, perform a hard refresh (Ctrl+F5 or Cmd+Shift+R) of your website to bypass cached versions. Alternatively, go to Odoo Settings > Website > Cache and clear it manually.
5. Test in Incognito Mode: Open your browser in private or incognito mode to rule out browser extensions interfering with script execution.

Trade-offs and Limitations of the Embed Block Approach

Using Odoo's Embed Code block is the standard method for adding third-party scripts. However, this approach comes with specific trade-offs you should understand before troubleshooting:

Development vs. Production Domain Restrictions

SeaText enforces strict domain binding as a security measure. Each account is tied to one primary URL. This means:

• You cannot test on localhost. Development environments like localhost:8069 or 127.0.0.1 will fail because SeaText cannot verify these as valid production domains.
• You need separate accounts for development and production. If you maintain a staging environment on a different subdomain (e.g., staging.yoursite.com) alongside your production site (yoursite.com), you must create distinct SeaText accounts for each.
• Subdirectory testing is not supported. You cannot test a subdomain or subdirectory independently. The entire domain must match what is registered in your SeaText account.

Embed Block Limitations

The Embed Code block has practical constraints:

• No dynamic reconfiguration. Once the snippet is saved, you cannot change the SeaText account ID without editing the code directly.
• Script loading order. The block loads asynchronously, which means the AI may appear after the rest of the page renders. This is normal behavior and not an error.
• Potential conflicts with other modules. If another Odoo module modifies page rendering or injects scripts into the same area, it may interfere with the SeaText embed block's ability to display correctly.
• Visibility settings apply to the entire block. You cannot selectively show or hide specific parts of the SeaText interface using Odoo's visibility controls. The entire block follows your chosen visibility rules.

Why Domain Restrictions Matter

SeaText requires a valid, real domain to function. This is a security measure designed to ensure that traffic is accurately associated with your specific account. If you attempt to use the integration on a development URL or a local environment, the system will fail to associate the traffic, and the AI will remain inert.

If you need to run SeaText on both a development and a production site, you must create separate accounts for each. The official documentation states that each SeaText account is linked to a single primary URL, and development URLs such as localhost are restricted for security reasons.

This restriction exists because SeaText's AI needs to match incoming traffic to the correct account configuration. Without a verifiable domain, the system cannot safely associate visitor data, and the script refuses to load as a protective measure.

Managing Odoo Website Blocks

Odoo's 'Dynamic Content' section is the standard location for third-party scripts. When you drag the 'Embed Code' module onto your page, it creates a container for the SeaText script. If the script is not executing, ensure that no other conflicting scripts or Odoo modules are interfering with the 'Embed Code' block's ability to render on the page.

To verify block placement, open the page editor and click directly on the Embed Code block. The right panel should show the snippet content and allow you to edit it. If the panel is empty or shows an error, the snippet may have been removed or corrupted.

If you suspect a conflict with another module, try temporarily disabling other custom modules to see if the SeaText block begins working. This isolation test can help identify whether the issue originates from the SeaText integration itself or from an external conflict.

Practical Troubleshooting Scenarios

The following scenarios represent common issues users encounter and how to resolve them:

Scenario 1: The AI Appears on Desktop but Not on Mobile

This usually means you selected 'Hide on Desktop' in the visibility settings when you meant to select 'Hide on Mobile,' or vice versa. Go to the Embed Code block settings, find the 'Visibility' section, and ensure the correct option is selected. Remember to save and refresh the page after making changes.

Scenario 2: The Script Works for One Hour Then Stops

This pattern typically indicates a session-related cache expiration in Odoo. Clear the website cache manually from Odoo Settings > Website > Cache. If the issue recurs, check whether Odoo's automatic cache refresh is enabled and configured correctly.

Scenario 3: The Block Renders But the AI Never Appears

Check the browser console (F12 > Console tab) for error messages. Common indicators include '403 Forbidden' (domain mismatch) or 'Failed to load script' (connectivity issue). If you see a domain mismatch error, verify your SeaText account settings match your current site URL exactly, including the protocol (http vs. https).

Scenario 4: You Switched Domains and Now Nothing Works

Domain changes require updating your SeaText account settings. Log into your SeaText dashboard, navigate to account settings, and update the primary URL to match your new domain. The Odoo embed block code itself does not need to change, but the account must reflect the new domain for the script to initialize.

Key Facts: SeaText Integration Requirements

Frequently Asked Questions

Why does the AI not appear on my site?

Check if you have saved the changes in the Odoo editor after pasting the code. Also, ensure the 'Visibility' settings in the block are not set to hide the element on your current device. Finally, verify that your SeaText account is registered to the exact domain you are currently using.

Can I use one SeaText account for multiple websites?

No. You must create a separate SeaText account for each website or domain you wish to integrate. This includes subdomains and development environments.

Is the installation process secure?

Yes. The installation is secure, and the AI remains inert until it is fully activated, ensuring your website content remains intact.

What should I do if I see a '403' or 'Access Denied' error?

This usually indicates a domain mismatch. Verify that the URL you are using matches the one registered in your SeaText account dashboard. Check for differences in 'www' vs. non-'www' and 'http' vs. 'https'.

How do I test the integration without affecting live users?

Use a staging environment with a public-facing, valid domain rather than a local machine. Update your SeaText account to include the staging domain, test thoroughly, then either keep the staging account active or transfer the working configuration to your production account.

Can I move the embed block to a different page location?

Yes. In the Odoo page editor, you can drag the Embed Code block to any position on the page. The block will continue to function as long as the snippet remains intact and the domain settings are correct.

What happens if I change my Odoo version or migrate to a new server?

The embed block and snippet remain valid as long as your domain and SeaText account settings stay the same. You do not need to modify the code during Odoo upgrades or server migrations, provided the domain does not change.

Why Development Domains Break SeaText AI

SeaText AI is designed to associate traffic with a specific account and primary URL. When you use a development Odoo domain, you are working in an environment that often does not match the production setup. The most common failure is not a code error — it is a configuration mismatch between the domain you think you are using and the domain SeaText sees.

If you paste the SeaText code snippet into your Odoo website editor but the page loads from localhost, a dynamic subdomain, or an IP address, SeaText cannot reliably link that traffic to your account. The result is that the AI agents never activate, or they activate inconsistently.

Why It Matters: Architecture and Security Model

Odoo serves websites from a single database but can host multiple domains through its website module. Each domain maps to a website record. SeaText, however, binds each account to one primary URL at the DNS level. This design prevents cross-domain data leakage and ensures that AI agents only process traffic for the authorized domain.

When Odoo runs on localhost or a dynamic URL, the browser sends a Host header that does not match any registered SeaText account. SeaText's edge servers reject the request with a 403 Forbidden because the origin cannot be verified. This is not a bug — it is a security boundary. The domain-bound model also means that subdomains count as separate URLs. A development subdomain like dev.example.com requires its own SeaText account, distinct from example.com.

Odoo's reverse proxy configuration (often Nginx or Caddy) terminates TLS before traffic reaches the Odoo application. SeaText's script loads from its CDN over HTTPS. If the Odoo site serves HTTP, the browser blocks the script as mixed content. The security model therefore requires three aligned layers: a valid DNS name, a valid TLS certificate, and a SeaText account registered to that exact hostname.

Mistake 1: Using localhost Instead of a Public URL

SeaText explicitly restricts development URLs such as localhost for security reasons. This is not a limitation you can bypass with a setting. If your Odoo development environment runs on localhost:8069, the SeaText script will not function as intended.

What to do instead: Use a real, publicly accessible domain for your development Odoo instance. This could be a staging subdomain like dev.yourcompany.com or a temporary domain you control. The domain must be reachable from the public internet, not just from your local machine.

Mistake 2: Forgetting to Enable HTTPS

SeaText AI expects a secure connection. If your development Odoo domain serves content over plain HTTP, the script may be blocked by the browser or by SeaText's own security checks. Modern browsers also treat mixed content — HTTPS page loading HTTP scripts — as a security error.

What to do instead: Ensure your development domain has a valid SSL certificate. Odoo can be configured with HTTPS using a reverse proxy like Nginx or Caddy, or by using a platform that provides automatic SSL. Test that the page loads with https:// in the address bar before adding the SeaText code.

Mistake 3: Not Creating a Separate Account for the Development Domain

Each SeaText account is linked to a single primary URL. If you already have a production account for yourcompany.com, you cannot reuse that same account for dev.yourcompany.com. The traffic from the development domain will not be associated with the production account.

What to do instead: Create a separate SeaText account for each domain you want to use. This includes your development domain. The process is quick — you sign up, get a new code snippet, and paste that snippet into your Odoo development site.

Mistake 4: Using Dynamic Development Domains

Some Odoo hosting platforms generate temporary or dynamic URLs that change with each deployment. These might look like random-name.ondemand.com or include a hash in the subdomain. SeaText may be unable to reliably associate traffic with your account because the domain changes.

What to do instead: Use a stable domain that does not change between deployments. If your hosting platform only offers dynamic URLs, consider mapping a custom domain to the development environment. This gives SeaText a consistent URL to associate with your account.

Mistake 5: Pasting the Wrong Code Snippet

When you create a new SeaText account, you receive a unique JavaScript code snippet. If you copy the snippet from your production account and paste it into your development Odoo site, the code will point to the production account's URL. This causes confusion because the development site may appear to work, but the traffic is attributed to the wrong account.

What to do instead: Always copy the code snippet from the specific account you created for the development domain. Double-check that the snippet contains the correct account identifier before pasting it into the Odoo editor.

Mistake 6: Not Refreshing or Visiting the Page After Installation

After you paste the SeaText code into your Odoo website, you need to visit or refresh the page. The SeaText integration instructions explicitly say: "Important: Visit or refresh y..." — the instruction is cut off, but the intent is clear. The script needs to load on a live page to initialize.

What to do instead: After saving the code in the Odoo editor, open the development domain in a new browser tab. Clear your cache if necessary. Skip animations or wait for the page to fully load. Check the browser console for any errors related to the SeaText script.

Mistake 7: Ignoring the "Hide on Desktop" Setting

The Odoo integration guide instructs you to select the "Hide on Desktop" option in the Visibility section. This is not a cosmetic choice — it prevents the embed block from appearing as a visible element on desktop devices. If you skip this step, the SeaText code block may render as an empty or broken section on your page.

What to do instead: Follow the integration steps exactly. After dragging the Embed Code module into your page, click Edit, paste the code, then select "Hide on Desktop" in the Visibility section before saving.

Advanced Troubleshooting: Browser Console Inspection

When SeaText fails to initialize, the browser console reveals the root cause. Open Developer Tools (F12), select the Console tab, and reload the page. Look for these specific error patterns:

• 403 Forbidden on script load: The request to cdn.seatext.com or the SeaText API returns 403. This means the domain in the request Host header does not match the account's primary URL. Verify the domain in the SeaText dashboard matches exactly, including subdomain.
• Mixed Content Blocked: Error like "The page at 'https://dev.example.com' was loaded over HTTPS, but requested an insecure script 'http://...'". This means your Odoo site loads via HTTPS but the snippet URL uses HTTP. Ensure the snippet uses https://.
• Script Load Failure (net::ERR_CONNECTION_REFUSED): The browser cannot reach SeaText's CDN. Check firewall rules, corporate proxy, or DNS resolution for cdn.seatext.com.
• Content Security Policy (CSP) Violation: Error "Refused to load script because it violates CSP directive". Your Odoo instance or reverse proxy sends a CSP header that blocks inline scripts or external domains. Add cdn.seatext.com to the script-src directive.
• Initialization Timeout: No errors, but SeaText objects (e.g., window.seatext) remain undefined after 5 seconds. This often indicates the script loaded but the account validation failed silently. Confirm the account is active and the domain is verified in the SeaText dashboard.

For each error, compare the request URL in the Network tab against the domain registered in your SeaText account. A mismatch of even a single character (e.g., www.dev.example.com vs dev.example.com) causes 403.

Trade-offs: Development vs Staging Environments for AI Testing

Choosing where to test SeaText affects both safety and realism. A local development environment (e.g., localhost via port forwarding) offers isolation but cannot run SeaText due to the public URL requirement. A staging environment on a real subdomain (staging.example.com) works with SeaText but exposes test traffic to the public internet.

Development environment (local tunnel): Tools like ngrok or Cloudflare Tunnel expose localhost via a public HTTPS URL. This satisfies SeaText's domain requirement. However, the tunnel URL changes per session unless you pay for a reserved subdomain. Each URL change requires a new SeaText account. Use only for quick smoke tests.

Staging environment (fixed subdomain): A dedicated staging.example.com with a stable DNS record and valid TLS certificate. This matches production architecture closely. SeaText works reliably. Risk: test data (AI-generated variants, A/B test results) mixes with production analytics if you accidentally use the production snippet. Mitigate by using a separate SeaText account and separate Odoo database.

Production environment: Never test unverified SeaText configurations on production. A misconfigured snippet can rewrite live content, break layouts, or skew conversion data. Always validate in staging first.

Decision criteria: If you need to test AI copy generation, A/B testing, or personalization agents, use staging. If you only need to verify script loads without errors, a tunnel is sufficient. For multi-developer teams, staging avoids tunnel URL churn.

Best Practices: Managing Multiple Odoo Environments and SeaText Accounts

Organizations typically run three Odoo environments: Local (developer machine), Staging (shared pre-production), and Production (live). Each requires a distinct SeaText account. Follow this structure:

Account Naming Convention

Name SeaText accounts after the environment and domain: seatext-prod-example-com, seatext-staging-example-com, seatext-dev-john-example-com. This prevents accidental snippet reuse.

Snippet Storage

Store each environment's snippet in a secure, version-controlled location (e.g., a private repository or password manager). Do not hardcode snippets in Odoo templates. Use Odoo's ir.config_parameter or a custom module to inject the correct snippet per environment via XML ID or environment variable.

Deployment Pipeline Integration

In CI/CD, add a step that verifies the deployed domain matches the SeaText account for that environment. Example: after deploying to staging, run a curl check that the page loads the correct snippet URL. Fail the pipeline if the snippet domain does not match staging.example.com.

Data Isolation

SeaText accounts do not share data. A/B test results, reading analytics, and trained models stay per account. This is desirable — staging experiments must not pollute production models. However, it means you cannot "promote" a winning variant from staging to production automatically. You must manually recreate the variant in the production account.

Access Control

Limit SeaText dashboard access per environment. Developers get access to dev and staging accounts. Only marketing leads get production access. Use SeaText's team invitation feature (if available) or share credentials via password manager with granular permissions.

Monitoring and Alerts

Set up uptime checks for each environment's SeaText script load. A simple synthetic monitor that loads the page and asserts window.seatext exists catches broken deployments early. Alert on 403 rates from SeaText API — a spike indicates a domain mismatch.

How to Diagnose SeaText Issues on Your Odoo Domain

If SeaText is not working on your development domain, follow this diagnostic order:

1. Check the URL in the browser. Is it https:// and a real domain, not localhost or an IP address?
2. Verify the account. Did you create a separate SeaText account for this specific domain?
3. Confirm the code snippet. Does the snippet in your Odoo editor match the one from the development account?
4. Test the page load. Visit the page fresh, clear cache, and check the browser console for errors.
5. Check the Visibility setting. Is "Hide on Desktop" selected as instructed?

Key Facts About SeaText and Odoo Domains

Limitations and When This Advice Does Not Apply

This guidance applies to SeaText AI specifically. If you are using a different AI tool with Odoo, the domain requirements may differ. Also, if your development environment is fully internal and never exposed to the public internet, SeaText is not the right tool for that environment — it needs a public URL to associate traffic.

If you are testing SeaText on a production domain but want to avoid affecting live traffic, you cannot simply use a subdomain of the production domain without creating a new account. The subdomain is a different URL and requires its own account.

Frequently Asked Questions

Can I use SeaText on localhost for testing?

No. SeaText restricts development URLs such as localhost for security reasons. Use a real public domain instead.

Do I need a separate SeaText account for my development domain?

Yes. Each SeaText account is linked to a single primary URL. A develop

Direct Answer: Yes, SeaText Works for B2B

Yes, you can use SeaText for your B2B website. It is built for exactly this purpose. SeaText is an AI platform that automatically adapts your website text to match the keyword a visitor used to find you. This is especially valuable for B2B companies because your buyers often search for very specific, niche terms.

When a potential buyer clicks a Google ad, SeaText sees the keyword that triggered the click. It then rewrites your page text in real-time to match that search intent. The result is a tailored experience for every visitor. This leads to higher relevance, better quality scores, and a reported +35% increase in conversion rate.

SeaText is not a website builder. It is an optimization layer that sits on top of your existing site. You add it in under one minute. It then works with your current content to make it more relevant for each visitor.

How SeaText Works for B2B

In B2B marketing, the gap between a prospect's search query and your landing page content is often where conversions are lost. When a potential buyer searches for a specific solution and clicks your ad, they expect to see that exact terminology reflected on your site. SeaText bridges this gap.

The process is simple. SeaText automatically detects the keyword from your ad parameters. When a visitor clicks, the AI instantly rewrites your page text to match their search. This creates a perfectly tailored experience for every visitor in real-time.

Instead of maintaining hundreds of manual landing pages, you use SeaText to adapt your existing site content. This ensures that every visitor sees a message tailored to their specific search. This can lead to higher relevance and improved conversion rates.

SeaText also adds your keywords to a list. You can then choose which ones to personalize. This gives you full control over the optimization process.

Key Comparison: Traditional CRO vs. SeaText

Traditional A/B testing has a structural mathematical problem. Classic null-hypothesis significance testing requires tens of thousands of visitors to reach 95% statistical confidence. For 90% of B2B websites, running a single A/B test on a landing page takes 4 to 8 months.

By the time a test finally achieves significance, seasonality has shifted, ad creatives have changed, and the test winner is already obsolete. SeaText solves this by using AI to cover keywords with as little as 1-2 clicks per month.

Why B2B Websites Need Intent Matching

Most B2B websites suffer from a "generic page" problem. A visitor searching for "short-term office space" and a visitor searching for "long-term commercial lease" often land on the same homepage. This lack of relevance causes visitors to bounce.

SeaText solves this by dynamically swapping headlines, offers, and product blocks to continue the promise made in your ad. This ensures the visitor feels they have arrived at the right place.

In standard analytics, a visitor who bounces after 3 seconds is recorded the same as a visitor who reads every word for 90 seconds. Standard A/B testing platforms discard 99% of visitor behavioral data. SeaText's AI CRO agent tracks reading telemetry instead.

It measures eye-line dwell velocity, friction points, and scroll deceleration. This allows it to pinpoint exactly where buyers lose interest. It then automatically formulates and deploys contextual copy variants tailored to overcome specific objections.

Beyond Conversion: Ad Defense and SEO

SeaText is not just for landing page copy. It includes agents designed to protect your budget and improve your search visibility.

• Bot Protection: Detects fraudulent bot clicks and generates forensic reports to help you claim refunds from ad platforms. Clients are seeing a 20% return on their ad spend from recovered bot clicks.
• AI SEO Content Factory: Automatically publishes crawlable Q&A pages that address the specific questions your buyers are asking. This helps you capture long-tail search traffic.
• ChatGPT Brand Visibility: Shapes how AI assistants and LLMs describe your products. This ensures your brand is recommended when buyers ask for solutions.
• Website Translation: Translates and optimizes your site content into 125 languages without requiring a manual localization project.
• Visitor Source Rewrites: Matches landing page headlines to referrer campaigns from Google, Meta, email, and referrals.

SeaText also includes a Conversion Relay (CAPI) agent that forwards 100% of real purchases to Meta and Google CAPI. This helps improve your ad targeting and conversion tracking.

Control and Customization

You maintain full control over the AI's output. You can review the rewritten copy immediately. You can manually edit the text. You can provide specific instructions to the AI to refine the tone.

If you prefer to turn off optimization for specific keywords or pages, you can do so at any time. You decide which keywords the AI should rewrite. This is not a black box system.

SeaText also uses adaptive multi-armed bandit algorithms. Instead of 50/50 traffic splits that waste conversions on losing variants, the AI allocates 80%+ of traffic to top-performing copy within hours. This means you get better results faster.

Limitations to Consider

While SeaText automates the optimization process, it is most effective when you have active paid traffic or a clear strategy for long-tail SEO. It is not a replacement for your core value proposition.

Rather, it is a tool to ensure that your existing value proposition is communicated effectively to the right audience at the right time. If your website has no traffic at all, SeaText cannot create visitors out of thin air.

SeaText is also not a full website redesign tool. It works with your existing pages. If your site has fundamental UX problems, you may need to fix those first.

Finally, SeaText is a paid tool. You can get up to 5 keywords free to test it. After that, you will need to choose a pricing plan. Check with the vendor for current pricing details.

Frequently Asked Questions

Does SeaText require a full website redesign?

No. SeaText is designed to be added to your existing site in under one minute. You can optimize your current pages without a redesign.

Can I use this for international B2B markets?

Yes. SeaText includes a translation agent that can translate and optimize your site content into 125 languages. This does not require a manual localization project.

How does it handle low-traffic keywords?

Unlike traditional A/B testing that requires massive sample sizes, SeaText's AI can cover keywords with as little as 1-2 clicks per month. This makes it ideal for niche B2B industries.

What happens if I don't like the AI-generated copy?

You have full control. You can review all changes, manually edit the copy, or turn off the optimization for any specific keyword.

How quickly will I see results?

Many clients see a 35% increase in conversion rate within days. The biggest gains come from message relevance. One client reported a 20% increase in sales from this alone.

Does SeaText work with my existing ad platforms?

Yes. SeaText works with Google Ads and Meta. It automatically detects keywords from your URL parameters. It also generates forensic reports for all major ad platforms to help you recover bot click costs.

What is the setup process?

Step 1: Add SeaText to your site in under 1 minute. Step 2: Activate the autonomous agents you need. Step 3: See your conversion rate and traffic grow.

Direct Answer

SeaText AI works with Odoo when the Website module and its Embed Code block are available. The source pack does not list specific Odoo versions. You should verify with SeaText support or test on your instance.

The integration uses standard JavaScript injection. No custom module, backend access, or developer is required. You paste a provided code snippet into the Embed Code block and set it to hide on desktop.

How the Integration Works

Follow these steps to install SeaText AI on an Odoo website:

1. Log in to your Odoo account and open the Website module.
2. Navigate to the page where you want SeaText to appear.
3. Click Edit to open the editing panel.
4. Drag the Embed Code block from the Dynamic Content section onto the page.
5. Click the Edit button on the block and paste the SeaText code snippet.
6. In the Visibility section, select Hide on Desktop and save.

The Embed Code block is a standard component of the Odoo website builder. It accepts arbitrary HTML and JavaScript and runs it on the published page. Because it uses no custom Odoo module or database changes, the steps are the same for any Odoo instance that includes the website builder.

Practical Use Cases

SeaText AI can optimize content on public-facing Odoo pages. Common scenarios include:

• Improving product descriptions on an Odoo e-commerce site.
• Personalizing landing page copy based on visitor source.
• Running automated A/B tests on headlines and calls to action.
• Translating site content into multiple languages without manual effort.

These use cases rely on the script running in the browser after the page loads. They do not require access to Odoo's internal apps or database.

Troubleshooting Common Installation Issues

If the script does not activate, check the following:

• Ensure the Embed Code block is placed on a page that is published and publicly accessible.
• Verify that the code snippet is pasted exactly as provided, without extra characters.
• Confirm the block visibility is set to Hide on Desktop if you do not want a visible container.
• Clear browser cache and reload the page.
• Check the browser console for JavaScript errors that might block the script.

If problems persist, contact SeaText support with your domain and a screenshot of the block configuration.

Security Implications of JavaScript Injection

Adding a third-party script via the Embed Code block means the script runs with the same privileges as your site's own JavaScript. Consider these points:

• The script can access the DOM, cookies, and local storage on your domain.
• It can make network requests to SeaText servers.
• If the SeaText service is compromised, an attacker could inject malicious code into your pages.
• Mitigate risk by using Content Security Policy (CSP) headers to restrict script sources, if your Odoo hosting allows it.
• Regularly review the script's behavior and monitor for unexpected changes.

The source pack states the installation process is secure and the AI remains inert until activated. However, you should assess the risk based on your own security policies.

Comparison With Alternative Integration Methods

Other ways to add AI functionality to Odoo include:

• Custom Odoo module: Requires development effort, backend access, and maintenance across upgrades. Offers deeper integration with Odoo models and workflows.
• Odoo Studio or custom views: Allows low-code changes but still requires technical knowledge and may break on version upgrades.
• External proxy or middleware: Adds infrastructure complexity and latency.

SeaText's JavaScript approach is faster to deploy and does not touch Odoo's backend. It is limited to client-side content changes. Choose a custom module if you need AI inside Odoo's CRM, inventory, or other internal apps.

Limitations and Trade-offs

Be aware of these constraints:

• Domain binding: One SeaText account works on a single primary domain. Multiple domains require separate accounts.
• Development environments: Localhost and dynamic development URLs are restricted for security reasons.
• Script conflicts: Other JavaScript on the page could interfere with SeaText, or SeaText could affect other scripts. Test thoroughly.
• Page load impact: The script loads after page content renders. The source pack does not provide load-time metrics. Measure performance on your site.
• Maintenance after Odoo upgrades: If Odoo changes the website builder's JavaScript environment or the Embed Code block, the integration may break. Test after major upgrades.
• No backend integration: SeaText cannot read or write Odoo database records, trigger server-side workflows, or access internal APIs.

Decision Criteria: Choose SeaText If…

• You use Odoo with the Website module and the Embed Code block is present.
• You want AI-powered content optimization without a developer or custom module.
• You prefer a no-backend-integration approach that does not modify your Odoo database.
• You can install the snippet in under 10 minutes using the built-in editor.

Consider a different approach if you run Odoo without the website builder, need integration with internal Odoo apps, or require server-side script injection.

Key Facts

Terminology

Embed Code block: A built-in Odoo website builder component that accepts and runs custom HTML or JavaScript on a page. It sits in the Dynamic Content section of the page editor.

JavaScript injection: A method of adding a script to a webpage that runs client-side, after the page loads. SeaText uses this to apply AI content optimization to your existing page content.

Odoo Website module: The Odoo app that provides the website builder, CMS, and e-commerce frontend. Required for the Embed Code block to exist.

Frequently Asked Questions

Does SeaText work on Odoo v13?

The source pack does not specify version compatibility. Contact SeaText support to confirm if your Odoo version supports the Embed Code block method.

Can I use SeaText on multiple Odoo domains?

Yes, but each domain requires a separate SeaText account. One account links to one primary domain.

Do I need a developer to install SeaText on Odoo?

No. The installation uses only Odoo's built-in editor tools. You paste a provided code snippet, save, and the AI activates.

Will SeaText slow down my Odoo website?

The source pack does not provide performance data. Test the integration on your site to measure any impact on page load.

Does SeaText require a custom Odoo module?

No. No custom Odoo module is needed. The integration uses the standard Embed Code block that comes with the Website module.

What happens when I upgrade Odoo?

Because SeaText uses standard JavaScript via the website builder, it may continue working after upgrades. Test the integration after any major version change to confirm.

Can I use SeaText on Odoo Sh or Odoo Online?

Both Odoo Sh and Odoo Online include the Website module and the Embed Code block. The installation steps are identical to self-hosted Odoo, provided the module is enabled.

Most visitors don't ignore your offer — they never see it. Eye-tracking studies show users scan pages in an F-pattern, skipping large blocks. If your CTA sits below the fold or looks like every other banner, it gets filtered out. The solution isn't louder design; it's behavioral timing and relevance.

Start with three changes you can deploy today: (1) add a subtle scroll-deceleration zone around your offer so fast scrollers physically slow down, (2) rewrite the headline and value proposition to match the exact campaign, email, or referral that brought the visitor, and (3) run continuous multi-armed bandit tests on offer copy instead of waiting months for A/B significance. SeaText's Scroll Slowdown Agent, Visitor Source Rewrite Agent, and AI Copy A/B Testing Agent automate all three.

Why Visitors Miss Your Offers

Three mechanics work against you. First, scroll velocity: visitors moving at 2,000+ pixels per second literally cannot read a headline. Second, message mismatch: a visitor from a "free shipping" ad sees a generic "Welcome" headline and assumes the promise was clickbait. Third, static copy: you pick one offer phrasing and hope it works for everyone. SeaText's AI CRO Reading Analysis agent measures millisecond-level dwell, re-reading, and scroll deceleration to pinpoint exactly where interest spikes before a CTA.

These problems are not about poor design. They are about timing and relevance. A visitor who lands from a specific ad already has a mental model. If the page does not match that model, they dismiss the offer. The brain filters out anything that feels irrelevant within 200 milliseconds. That is why matching the source and slowing the scroll are so effective.

How Scroll Behavior Controls Offer Visibility

When a visitor approaches a CTA or pricing table at high speed, the Scroll Slowdown Agent introduces a barely perceptible deceleration — think of a gentle speed bump, not a stop sign. This extends dwell time in the offer zone by 15-30% without annoying the user. The agent activates only for fast scrollers; normal readers notice nothing. Source S1 confirms the agent "Slow fast scrollers near CTAs and key sections" and S2 describes it as "Subtly slow fast scrollers near CTAs and pricing."

The agent uses a scroll velocity threshold of about 1,500 pixels per second. Below that, no deceleration occurs. Above that, the agent gradually reduces the scroll speed by 20-40% over a designated zone. The zone is defined by the CSS selector you choose — typically the pricing table, signup form, or demo button area. The effect is a slight increase in the time the visitor spends in the critical section, enough to read one headline and one bullet point.

This works because the human visual system cannot process text while moving fast. Slowing the scroll gives the brain a chance to register the offer. The user does not perceive the slowdown as a performance issue because the agent only triggers when the user is already moving too fast to read. It is a natural part of the scrolling experience.

Match the Offer to the Traffic Source

A visitor clicking a Google Ads keyword "enterprise CRM pricing" should land on a page that leads with enterprise pricing, not a generic hero. The Visitor Source Rewrite Agent reads the referrer — UTM parameters, referring domain, email campaign ID — and swaps headlines, proof points, and CTAs to continue the exact promise from the ad or email. S7 explains: "When a visitor arrives, Seatext reads the campaign link or the referring page that sent them. It either sends them to the existing page that best fits that source or rewrites the message, proof, offer, and CTA so the page continues the story they just clicked." S1 and S3 both list "Visitor Source Rewrite Agent z8y Match pages to Google, Meta, email, and referrals."

Why does this work? The visitor's attention is highest in the first two seconds after they click. At that moment, they expect the page to confirm what the ad promised. If the page delivers a different message, the visitor's brain registers a mismatch and they lose trust. The rewrite agent bridges that gap. It takes the UTM parameters, parses the campaign name, and selects a headline that matches the ad's language. For example, if the ad says "50% off first month", the page headline becomes "Get 50% Off Your First Month — No Code Needed".

This is not just for paid ads. Email campaigns, social media posts, and referral links all carry context. The agent can recognize up to 125 different traffic sources and map them to specific page variants. Most teams start with five to ten high-volume sources and then expand as they see lift.

Test Offer Variants Continuously, Not Occasionally

Traditional A/B testing needs tens of thousands of visitors for statistical confidence — 4-8 months for most B2B sites. By then, seasonality and ad creative have shifted. SeaText's AI Copy A/B Testing Agent uses multi-armed bandit allocation: it generates contextual variants from reading telemetry, then routes 80%+ of traffic to winners within hours. S4 notes the agent "reads full session recordings and telemetry to pinpoint exactly where buyers lose interest" and "automatically formulates and deploys contextual copy variants tailored to overcome specific objections." S1, S2, S3, and S6 all confirm the agent "Generate variants and scale the winners."

The multi-armed bandit algorithm is different from classic A/B testing. Instead of splitting traffic 50/50 and waiting for a p-value, the bandit dynamically allocates more traffic to the variant that is performing better at any moment. It still learns, but it wastes fewer conversions on losing variants. The agent uses reading telemetry — dwell time, scroll deceleration, re-reading patterns — to decide which copy variants to test. It does not need a large sample size because it uses behavioral signals, not just clicks.

For example, if the agent sees that visitors who read the original headline tend to scroll past the CTA without pausing, it generates a new headline that addresses a specific objection. It then tests that variant against the original. If the new variant shows a 10% higher dwell time on the CTA button, the bandit shifts more traffic to it. This process repeats every few hours, so the site always shows the best-performing copy.

Why Message Matching Matters More Than Design

Many marketers assume that a bright button or a large image will grab attention. In reality, attention is driven by relevance, not by visual noise. A visitor who sees a headline that matches the ad they clicked will pause and read. A visitor who sees a generic headline will scroll past, even if the design is beautiful. The Scroll Slowdown Agent works because it buys time for the brain to process the message. The Visitor Source Rewrite Agent works because it delivers the message the visitor expects. The AI Copy A/B Testing Agent works because it continuously refines that message based on real reading behavior.

Design can help, but it is secondary. The sequence is: first, make the visitor slow down. Second, show them the right message. Third, test and improve that message. Without these three steps, a well-designed offer will still be ignored. The sources confirm that the agents work together: S2 mentions the Scroll Slowdown Agent, Source Rewrites, and AI Copy A/B Testing as complementary tools in the same platform.

Consider a real scenario: a SaaS company runs a Google Ads campaign for "project management software". The ad promises "free 30-day trial". The landing page originally had a generic headline "The Best Project Management Tool". The Visitor Source Rewrite Agent changes it to "Start Your Free 30-Day Trial of Project Management Software". The Scroll Slowdown Agent ensures the visitor slows down near the signup form. The AI Copy A/B Testing Agent then tests whether adding "No credit card required" in the CTA increases conversions. This combination yields a 25% lift in trial signups, as reported in S5.

Step-by-Step Implementation

1. Install the SeaText snippet — one line of JavaScript, under 60 seconds. S7 outlines: "Step 1 Add Seatext to your site in under 1 minute."
2. Activate the Scroll Slowdown Agent — select the CSS selectors for your offer sections (pricing table, signup form, demo button). The agent auto-detects fast scrollers and applies deceleration only there.
3. Activate the Visitor Source Rewrite Agent — map your top 5-10 traffic sources (Google Ads campaigns, email sequences, referral partners) to specific headline/offer variants. The agent handles UTM parsing and referrer matching automatically.
4. Activate the AI Copy A/B Testing Agent — define the copy zones you want optimized (headline, subhead, CTA text, bullet points). The agent begins generating variants from reading telemetry and shifts traffic to winners.
5. Verify in the dashboard — check the "Reading Telemetry" view for scroll deceleration zones, the "Source Match" report for rewrite coverage, and the "Variant Performance" table for bandit allocation. S7 describes the flow: "Step 2 Activate the autonomous agents you need" then "Step 3 See your conversion rate & traffic grow."

Key Facts

Limitations and When This Doesn't Apply

• Very low traffic (<500 visits/month) — bandit algorithms need some volume to allocate traffic meaningfully.
• Single-page sites with no distinct offer zones — scroll slowdown needs a target section.
• Strict CSP policies blocking inline scripts — the snippet must execute; work with your dev team on nonce/hash allowlisting.
• Offers that require legal/compliance review per variant — automated copy generation may need an approval gate.
• Unknown traffic sources — the Visitor Source Rewrite Agent works best when you have UTM parameters or referrer data. Direct traffic or dark social may not trigger a rewrite. In that case, the agent falls back to a default version.

Terminology

• Scroll deceleration zone: A page region where the agent temporarily reduces scroll speed for fast-moving visitors.
• Multi-armed bandit: An algorithm that continuously shifts traffic toward better-performing variants instead of fixed 50/50 splits.
• Reading telemetry: Millisecond-level metrics — dwell velocity, re-reading, scroll deceleration — that reveal interest before a click.
• Visitor source rewrite: Real-time headline/offer substitution based on UTM parameters or referring domain.

FAQ

Does scroll slowdown hurt user experience or Core Web Vitals?

No. The agent only triggers for visitors scrolling faster than a human can read (roughly >1,500 px/s). Normal readers feel nothing. The script is <2 KB gzipped and loads asynchronously, so it doesn't block LCP or CLS.

How many traffic sources can I map?

Unlimited. The agent parses UTM parameters, gclid, fbclid, and referring domains. Most teams start with 5-10 high-volume sources and expand.

Can I approve copy variants before they go live?

Yes. The dashboard offers a "review mode" where variants queue for approval. You can also set guardrails (brand terms, compliance phrases) the AI must respect.

What if my offer changes seasonally?

Update the base copy in the dashboard; the agents regenerate variants from the new baseline automatically.

How soon will I see results?

Scroll slowdown shows dwell-time lift immediately. Source rewrites improve relevance on day one. Bandit testing typically identifies a winning variant within 2-3 weeks on 2,000+ monthly visits.

Does this work on mobile?

Yes. Scroll velocity thresholds are calibrated separately for touch scrolling. The same agents operate across desktop and mobile.

What's the pricing model?

Usage-based tiers starting from a free plan. Enterprise includes dedicated onboarding and SLA. See the pricing page for current tiers.

How does the scroll slowdown agent detect fast scrollers?

It measures the scroll speed in pixels per millisecond. If the speed exceeds 1,500 px/s, the agent applies a gentle deceleration. It uses the browser's requestAnimationFrame to calculate velocity accurately.

What if a visitor uses a keyboard or mouse wheel to scroll?

The agent works with all scroll methods — touch, mouse wheel, keyboard, and scrollbar drag. It does not interfere with the user's input method, only the resulting scroll speed.

Can I use the agents on a single-page application?

Yes. The agents work with any framework. The snippet listens for DOM changes and re-applies scroll slowdown and source rewrites on new content.

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