Page Analyzer
Run an on-demand AEO audit of any URL — AEO score, entity signals, structured data coverage, and specific fix recommendations.
Overview
The Page Analyzer takes a single URL and runs a full AEO audit in seconds. Where Page Optimization gives you a project-wide view of every tracked page, the Page Analyzer is for the ad-hoc question "how well is this page optimized for AI engines right now?"
Use it when you're:
- Reviewing a draft before publishing
- Evaluating a competitor's page
- Debugging why a specific URL isn't showing up in AI responses
- Deciding which of several candidate pages to optimize next
What the analysis produces
When you enter a URL and click Analyze, the platform crawls the page and returns:
| Signal | What it measures |
|---|---|
| AEO Score | Overall 0-100 score for how well the page is optimized for AI citation |
| Structured data | Presence and validity of JSON-LD schema (Article, Product, FAQ, HowTo, etc.) |
| Entity clarity | How clearly the page identifies your brand, product, and key attributes |
| Content structure | Heading hierarchy, list density, Q&A patterns — things AI engines use to extract answers |
| Internal linking | Signals that help AI engines understand page context |
| External citations | Whether the page cites authoritative sources |
| Robots access | Whether AI crawlers (GPTBot, ClaudeBot, PerplexityBot, etc.) can actually fetch the page |
| Specific fix list | A prioritized list of concrete changes with estimated impact |
Running an analysis
- Open Page Analyzer from the sidebar
- Paste the URL
- Click Analyze
- Results appear inline in ~10-20 seconds
The page is fetched fresh each time — no cache. If you change the page and want a new score, re-run the analysis.
Interpreting the AEO Score
| Score | Meaning |
|---|---|
| 90-100 | Excellent. The page is well-structured for AI extraction. Focus on content quality, not structure. |
| 70-89 | Good. A few targeted improvements (schema, headings, entity clarity) will move the needle. |
| 50-69 | Average. Significant AEO gaps. The fix list will usually have 5-10 items. |
| 30-49 | Poor. The page is missing fundamental AEO signals. Start with structured data and entity clarity. |
| 0-29 | The page is effectively invisible to AI engines. Either the content is empty, blocked, or unstructured. |
Fix list
Each fix in the list has:
- Description — what to change
- Category — Structure / Schema / Entity / Content / Access
- Impact — 0-100 estimated score improvement if you apply this fix
- Effort — Low / Medium / High based on how much content needs to change
Fixes are sorted by impact-to-effort ratio so the first item is always the highest-leverage change you can make.
Difference from Page Optimization
| Page Analyzer | Page Optimization |
|---|---|
| Single URL, on-demand | All tracked URLs in the project |
| No history — run fresh each time | Historical scores over time |
| Works on any URL (including competitors) | Works on URLs you've added to tracking |
| Manual trigger | Re-scored automatically on schedule |
Use the Page Analyzer for ad-hoc reviews, and Page Optimization for ongoing monitoring of your site.
Best practices
- Analyze competitors. Comparing your AEO score against the best-ranked competitor tells you how much gap you have to close.
- Re-analyze after changes. Apply one fix at a time and re-analyze so you know which changes actually moved the score.
- Don't chase 100. A score of 85-90 on a well-written page is better than 100 on a page full of keyword-stuffed structured data.
- Check robots access first. If the robots check fails, nothing else matters — AI engines literally can't see the page. Fix that before anything else.