How to check AI sources and claims
Short answer
Check AI sources by separating claims from citations, counting real source signals, looking for repeated domains, and marking high-risk claims for manual verification. A browser-only tool can audit source hygiene, but it should not pretend to fetch or prove the web.
Start with source hygiene
Source hygiene means the answer has identifiable URLs, DOI values, citation lines, or source names that a person can inspect. It is not the same as proof that every claim is supported.
- Extract sourcesPull out URLs, DOI values, and citation-like lines so the source list is visible.
- Mark high-risk claimsDates, statistics, medical, legal, financial, research, and superlative claims deserve a source check.
- Watch repeated domainsSeveral links from one domain can be fine, but it can also hide a narrow evidence base.
- Verify manuallyOpen important sources yourself and confirm that they support the specific claim being made.