
The Executive Bio That Gets You Cited in ChatGPT
The 250-word bio is dead. AI engines now read executive bios as retrieval anchors. The seven-element format that gets executives cited in ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews — with named examples from Sundar Pichai, Satya Nadella, Brian Chesky, and Sam Altman.









