Visibility
AI Visibility Get Cited in AI Overviews: Indexed, Snippet-Eligible, Quotable
Google AI Overviews cite pages that are indexed, snippet-eligible, and quotable — not pages with special AEO markup. Full operator checklist is inside.
AI Visibility AI Citations Have Three Clocks — Hours, Weeks, and Quarters
AI citations run on three clocks: live retrieval in hours to days, crawl and index lag in weeks, and model-memory residue in quarters. Plan all three.
AI Visibility When AEO Is Worth the Budget — and When to Wait
AEO is worth it when buyers ask AI before they click — and you can staff a prompt panel. Skip fake conversion multipliers; judge ROI on citations and pipeline.
AI Visibility Mentions Get You Named. Citations Get You Credited.
An AI mention names your brand; an AI citation credits your URL or source. Track both — mentions alone inflate visibility and starve pipeline decisions.
AI Visibility AI Visibility Is Inclusion in the Answer — Not a Ranking
AI visibility is whether answer engines name or cite you on buyer prompts — not your Google rank. Track mention rate, citation rate, and share of voice.