Visible vs Cited vs Recommended: 3 AI Search Metrics
Being mentioned, cited and recommended by AI are different outcomes. Learn what each metric means, how to measure it and how to improve all three.
Priya Bothra · Sep 6, 2026
Field notes on how brands get cited, recommended, and trusted across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews.
Being mentioned, cited and recommended by AI are different outcomes. Learn what each metric means, how to measure it and how to improve all three.
Priya Bothra · Sep 6, 2026
Build a competitive AI visibility map that shows which brands win in ChatGPT, Gemini, Claude and Perplexity, by prompt type and vertical, and where to act.
Dharini Shah · Sep 5, 2026
What makes ChatGPT, Perplexity and Google's AI cite one source over another? A research-based look at the signals behind AI citation authority.
Dharini Shah · Sep 5, 2026
AI assistants shortlist brands before buyers click. Compare the five-stage AI recommendation funnel with the SEO funnel and find where brands drop out.
Dharini Shah · Sep 5, 2026
ChatGPT, Claude, Perplexity and Google's AI draw on different sources and behave differently. Learn how each recommends brands and what to do about it.
Dharini Shah · Sep 4, 2026
SEO, AEO and GEO share one foundation but measure different outcomes. Learn how each works, where they overlap, and how to run them as one program.
Priya Bothra · Sep 4, 2026
Learn how to build AI-optimized fintech comparison pages that win trust and search visibility. Discover the 'Brand Memory' framework for B2B fintech growth.
Priya Bothra · Jul 1, 2026
Stop tracking SEO rankings and start measuring AI performance. Discover our playbook for building actionable Generative Engine Optimization reports for 2026.
Dharini Shah · Jun 30, 2026
Stop hiding from AI. Learn how to use LegalService schema and connected entity graphs to build trust, earn citations, and rank in ChatGPT, Gemini, and Perplexity.
Dharini Shah · Jun 30, 2026