Check library · AI answers (AEO and GEO)
No citable facts or data
Why it matters
Models cite pages that contain specific numbers, dates and named sources.
What to do about it
Add original data, specific figures and sourced statements.
This one is reported rather than applied. It needs a judgement a person has to make, and applying it automatically would be a change to your site that nobody decided on.
How it is weighted
These are the values the scoring actually uses, not a description of them. Priority is derived from all three rather than chosen, which is why a high-impact, low-effort finding surfaces above a severe one that would take a quarter to fix.
- Severity
- medium
- Impact
- 45% of the weight this category can carry
- Effort
- 60%, where 100% is a project rather than a change
- Confidence
- 80% that a hit is a real problem rather than a pattern we misread
- Area
- AI answers (AEO and GEO)
Other checks in AI answers (AEO and GEO)
criticalThe page's content only exists after JavaScript runscontent_needs_javascriptneeds a decisionhighAI crawlers are blockedai_crawler_blockedfix writtenhighTitle or description is injected by script rather than servedmeta_needs_javascriptneeds a decisionhighAn SEO tool is injecting fixes client sideseo_injection_scriptneeds a decisionhighBody content is not present in the served HTMLcontent_not_extractableneeds a decisionmediumPage does not answer its question directlyno_direct_answerfix writtenmediumNo identifiable authorno_author_attributionneeds a decisionmediumThe brand entity is not definedentity_unclearfix written
Check your own site for this
The whole catalogue over a real crawl, in about four minutes, in your browser. No account and no card.