Narrative Drift

Narrative drift is the widening gap between what your company publishes and what ChatGPT, Gemini, Perplexity, and Google AI Overviews say when someone asks about you. This hub collects the detection frameworks, case studies, and remediation playbooks QuestionFuel uses across biopharma and complex B2B.

Articles in Narrative Drift

• Reference

  AI Visibility Glossary

  The definitive reference for AI visibility and AEO terminology in biopharma and life sciences.

• Narrative Drift

  Narrative Drift and AEO

  What narrative drift is, how AEO reveals it, and what to do when AI answer engines describe your company inaccurately.

• Life Sciences

  What AI Says About Your Drug During an FDA Quiet Period

  Quiet periods restrict what you can say. They do not restrict what AI says about your drug. Here's how to monitor and correct it.