How to Check a Page's AI Readiness — Entities, Claims & Technical Health
How to Check a Page's AI Readiness — Entities, Claims & Technical Health
Page Overview in QueryBurst combines everything you need to assess a single page's AI readiness in one view: entity footprint plotted against the site-wide universe, AI-extracted intelligence (summary, key claims, target queries), meta description analysis with one-click optimisation, internal link counts with orphan detection, and technical checks covering heading hierarchy, alt text coverage, and AI visibility scoring.
AI Crawler Activity
When your site has a Cloudflare connection configured (via the AI Crawlers tab), the overview shows crawler activity for this specific page at the top.
Includes:
- Summary cards — Total requests, active bots, data transferred, and referrals
- Trend chart — Daily crawl activity broken down by bot (stacked area chart)
- Bot breakdown — Per-bot request totals with status code details
- Bot filter — Filter by provider (OpenAI, Anthropic, Perplexity, etc.) or individual bot
- Day selector — Adjust the time range (7d / 14d / 30d / 60d / 90d)
This is the same data shown on the main AI Crawlers dashboard, scoped to a single page path.
Note: This section only appears when a Cloudflare connection is active and crawler activity has been recorded. If no connection exists or no bots have visited the page, it is hidden.
Two-Column Layout
Below the crawler section, the overview splits into two columns:
Left Column — Entity Universe
A PCA scatter chart shows all entities detected on this page, plotted against the site-wide entity universe. The chart highlights which entities appear on the page and how many times each is mentioned.
- Entities are matched by scanning the page's non-boilerplate content against the site's full entity list
- Each entity dot links to its full Entity Profile in the Knowledge Graph
- The count shows mention frequency (e.g. "×3")
This gives you an at-a-glance view of the page's entity footprint — which topics it covers and how they relate to the broader site knowledge graph. The section is hidden if no entities are detected on the page.
Right Column — Intelligence & Details
AI Page Intelligence
When Site Intelligence has been run, this card shows what the LLM extracted from the page:
| Field | Description |
|---|---|
| Page Type | Classification badge (e.g. article, product, landing page) |
| Summary | AI-generated summary of the page's content with entity highlighting |
| Key Claims | Numbered list of claims, facts, opinions, and statements extracted from the content |
| Target Queries | Search queries this page is likely relevant for |
Key Claims include:
- Type badges — Each argument is tagged as claim, fact, opinion, or statement with colour-coded badges
- Entity attribution — Shows which entity the argument relates to
This section only appears when intelligence data is available for the page.
Meta Description Optimizer
- View current meta description with character count
- Optimal length indicator (150–160 characters)
- One-click AI optimization (or generation if no meta description exists)
- Copy optimized version to clipboard
TL;DR Summary Generator
- AI-powered summary of the page content rendered as markdown
- Key topics extracted as tags
Internal Links
Quick view of the page's link profile:
| Metric | Description |
|---|---|
| Inbound | Pages linking to this page |
| Outbound | Pages this page links to |
Pages with 0 inbound links are flagged as orphans with a warning badge and a suggestion to add internal links.
Technical Analysis
AI Visibility Score — Percentage of content AI systems can see:
| Score | Status | Meaning |
|---|---|---|
| 90%+ | Good | Most content is accessible |
| 70–89% | Warning | Some content may be invisible |
| <70% | Poor | Significant content hidden from AI |
H1 Analysis — Checks for proper H1 rendering (OK / JS Rendered / Missing). AI crawlers may not execute JavaScript, so JS-only H1s are flagged.
Heading Hierarchy — Validates proper structure (skipped levels, wrong starting level). Shows up to 3 issues with line numbers.
Images Missing Alt Text — Lists images without descriptive alt text with file name and line number. Images without alt text are invisible to AI assistants.
When all checks pass, a green "All checks passed" banner is shown instead.
Best Practices
- Set your homepage — Ensures link depth calculations are anchored correctly
- Review the entity map — Check that the page covers the entities you expect
- Read AI intelligence — Verify the LLM's summary and claims match your intent
- Check crawler activity — See which AI bots visit this page (requires Cloudflare)
- Optimize meta descriptions — Keep between 150–160 characters
- Fix H1 issues — Ensure H1 is in static HTML, not JavaScript
- Add alt text — Every image should have descriptive alt text
- Build internal links — Avoid orphan pages