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AI visibility, measured
What we see when we ask ChatGPT, Gemini and Google AI who to buy from — real numbers from accounts we measure every day.
Perplexity vs ChatGPT: which recommends local businesses?
Same 16 questions, same week: Perplexity named our local test business in 25% of answers, ChatGPT in 10%. What each one reads, and what to do for both.
Voice search optimizationVoice search optimization is dead. Spoken questions aren't.
Voice assistants run on AI now, so voice search tricks are dead. Phrasing isn't: spoken questions got a local business named in 7% of answers, typed 23%.
Google AI OverviewsHow to rank in AI Overviews (and when Google shows none)
We checked Google AI Overviews daily for 17 local questions. Google showed none on 21% of checks. Here's how to get cited, and what to do when it won't show.
ChatGPT citationsChatGPT citations: the sites it cites for local businesses
We logged every source ChatGPT cited in 291 answers about a local electrician. Rival websites and "best of" lists led. Google Maps and Yelp: zero.
AI rank trackingNo rank #1 in ChatGPT: why AI rank trackers mislead you
ChatGPT doesn't rank businesses. It writes a new answer every time. Our daily data shows why "AI rank" reports mislead, and what to measure instead.
ChatGPTHow to rank in ChatGPT: what 1,000 real answers say
We tracked 1,000+ answers from ChatGPT, Gemini and Google AI. See who gets named, why most businesses miss out, and eight fixes that raise your rate.
AI search visibilityWe asked AI who to hire 80 times. It named nobody.
Four AI systems, one electrician, three months of daily checks. What the numbers show about who gets named, who gets ignored, and why nobody is watching.
See what AI says about your business.
Your buyers' questions, asked of ChatGPT, Gemini and Google's AI — free, no account, about twenty seconds.