Have confidence that AI can reach, understand and use your site.
Get daily AI visibility checks against AI readiness, Bot readiness and structured data quality your knowledge graph publishes, on the pages you prioritise. Each page type is held to the standard you set, so AI systems read your brand the way you intend.
Get a readout for your site
We’ll set up the Monitor around your priorities and take you through a readout of your own site on a 30-minute call.
How does the AI Visibility Monitor work?
The Monitor watches your most important pages and shows when something changes how AI can reach, understand and act on them. It is set up around the expectations you agree for each page type, describing what structured data every page of that type should carry and checks them every day.
You Choose The Pages
50 pages per site included in early access: for example, your key product, category or article pages.
Standard Per Page Type
What markup each page type should carry is agreed, such as a product page versus an article, and every page is checked against that standard.
Checked Every Day
A release or update that breaks your markup is caught the morning after, not weeks later and 90 days of history shows exactly when a score dropped. (this keeps the release-regression story without implying visibility tracking).
Prioritised By Impact
Issues are flagged Critical or Warning, so your team fixes what matters first.
What the monitorchecks
Built for the Agentic web, the AI Visibility Monitor checks AI readiness, Bot-readiness and structured data quality, every day. It isn’t only about whether agents can use your site though. It’s a tool your AI agent can use to keep your markup under control. Connect it to ChatGPT, Perplexity Claude or your LLM of choice through MCP, and your agent runs the whole loop with you.
Monitor runs six site-wide checks grouped into reach, understand and act: It shows, AI crawler access, an llms.txt content guide, an MCP endpoint, in-browser agent actions and agent instructions.
Confirms that structured data is valid. Each priority page is checked for status code, response time, failing resources, title, canonical, meta tags and valid JSON-LD. Results are OK, WARN or FAIL.
You agree what each page type must carry, such as Product with price and availability. Every page is scored against those required and recommended expectations.
It doesn’t track the volume of citations, or where you rank or whether ChatGPT, Perplexity or Google’s AI features cite you.
The release that quietly broke the markup.
A large e-commerce brand shipped a front-end redesign to speed up its product pages. Everything looked right, but the new template had dropped the structured data block: no product, rating, price or availability markup. Monitor was able to quickly identify the error and markup was changed before star ratings and prices disappeared from search and AI answers stopped describing products accurately.
01. Release
A redesign dropped structured data from the product page template.
02. Next morning
The Monitor flagged it, grouped by page type: every affected page shared the new template, missing price, currency and availability.
03. Same day
The SEO team sent the report to engineering, and a fix went live before search features or AI answers were affected.
What’s included in early access
Early access is activated by our team, so we set it up with you
AI Visibility Monitor
Daily monitoring of AI-readiness, structured data health, and semantic website integrity.
- Business+ allowance
- 50 URLs per site
- Enterprise allowance
- Business+ plus custom coverage
- Monitoring frequency
- Every 24 hours
- Result history
- 90 days
- Access
- Dashboard, MCP, API
- Additional coverage
- +250 URLs / Smart Credit / month
Primary outcome
Detect broken structured data, missing semantic attributes, and crawler accessibility issues before they affect how AI systems and search engines understand your website.
What you get
Daily monitoring, issue detection, historical trends, and AI-assisted remediation guidance, with programmatic access for agents and integrations.
Operational scope
The Monitor assesses AI-readiness and semantic integrity. It does not directly track AI citations or rankings and does not automatically deploy fixes.
Monitor is included in eligible Business+ and Enterprise plans (early access, assisted setup). Expansion is subject to plan terms. MCP currently exposes bot readiness and semantic data quality results; site-wide AI readiness is available in the dashboard.
Try AI Visibility Monitor
Already a WordLift Client?
Your Customer Success Manager will set up your readout.
Not yet a customer?
You can still request your readout. A member of our team will walk you through it on a call.
Get a readout for your site
Choose a time and we’ll set up the Monitor around your priorities and take you through a readout of your own site on a 30-minute call.
Common Questions Explained
The AI audit is a free, standardised snapshot of one page today, with recommendations in order of impact.
The AI Visibility Monitor watches the pages you prioritise every day and assesses against AI readiness, Bot readiness and Semantic Data Quality. In the example of a release or CMS update breaking something, you know the next morning and can take action before your visibility is impacted.
You can choose the pages that matter most to you. This could be your key product, category or article pages. Early access covers up to 50 pages per site, checked every 24 hours by default. When setting up the monitor you agree what structured data each page type should carry, for example a product page versus an article, and the AI Visibility Monitor checks every page against that standard.
Yes. The Monitor works through MCP, so you can ask ChatGPT, Claude or your LLM of choice questions, for example “How is my site doing?” and get your findings back.
Our team switches on early access for you. Book some time with the team to book a readout session. We’ll set the Monitor up around your priorities and walk you through your own site on a 30-minute call. If you’re already a WordLift client, your Customer Success Manager will set it up with you.