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Image- Trust Signals Used by AI

Trust Signals That AI Can Actually Use: Reviews, Certifications, and Content Integrity

January 19, 2026 / by Dave Burnett

AI isn’t impressed by your adjectives “Best-in-class.” “Game-changing.” “World’s #1.” Humans tune it out. AI systems penalize it. Microsoft’s AEO/GEO playbook is blunt: trustworthy sources win. Verified, factual content wins.   The three trust buckets (steal this framework) From Microsoft’s guidance, trust is built with: Verified social proof (reviews...