How to start · 2026-03-19

How to Avoid Confirmation Bias in AI-Driven Research

Confirmation bias is the tendency to favor evidence that supports your beliefs. DemandSonar's “Devil's Advocate Mode” intentionally surfaces evidence against your idea, shrinking trends, rising competition, low willingness-to-pay language. It forces you to confront the counter-narrative. A founder in love with “personalized vitamin packs” got the Devil's Advocate report: regulatory uncertainty rising, customer complaints about cost, and a flattening trend. She pivoted to a less regulated “wellness tracker” instead, avoiding a regulatory quagmire. Invite the counter-evidence before you commit. [Activate Devil's Advocate Mode →]

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