Notes on AI visibility, prompt engineering, and getting found by ChatGPT, Gemini, and Perplexity.
500 prompts, 5 verticals, 14,354 paired captures across three AI providers. Overall citation-domain overlap between API and consumer surface: 22%. Google API path: 0%.
Dan Johnson · 10 days ago
