Stereotype Fact-Check
Paste a claim about women. Get the nearest match from our Stereotype Atlas with a verdict, confidence, and sourced data.
This tool runs your input against every stereotype in our Atlas, ranks matches by overlap, and returns up to three likely hits with verdict level and the strongest data point from each. It is not a lie detector — it is a shortcut to the research we already did.
Methodology & limitations
Scoring is token-overlap against each Atlas entry (title, plain stereotype, tags, verdict summary). Confidence levels: High (>70%), Likely (40–70%), Possible (25–40%). Below 25% returns no match. Verdicts reflect the consensus of the sources cited on each Atlas page.