A marketing benchmark cited by thousands got its own math wrong. Multi-model AI caught the error, the contradictions, and 8 blind spots no single model found.

We ran HubSpot's 2026 State of Marketing report through TruVerifAI. It found a headline stat that contradicts the report's own data, AI adoption figures that conflict with last year's numbers, and 8 strategic blind spots no single AI model caught alone.