What we learn scanning real businesses — and the fixes that actually move the needle when ChatGPT, Claude and Gemini answer for your category.
Ask AI for a dentist in Beverly Hills and four of the five most recommended answers are people, not businesses. Ask in Temple City and none of them are. If you are tracking your practice name, that difference decides whether your score is real.
Read it →A plumber who dominates ChatGPT results in Encino can be completely invisible two miles away in Tarzana, and most agencies aren't even looking at the problem that closely.
Read it →A walkthrough of what ChatGPT actually pulled from when we asked it to recommend a dentist fifteen different ways, and what it means for any local service business.
Read it →We asked ChatGPT, Claude and Gemini who the best dentist is in every Los Angeles location, 15 times each. The small markets are the ones that are already decided.
Read it →Ryan breaks down which AI tools homeowners actually reach for when they need a plumber, electrician, or HVAC tech — and why chasing one platform is the wrong move.
Read it →ChatGPT, Claude, and Gemini pull from different sources and trust different signals, so they recommend different plumbers, electricians, and HVAC companies for the same search — here's why.
Read it →A plain explanation of why AI answer engines name one local business as 'the best' and how to give your business a shot at being that answer.
Read it →Half the citations a page earns are gone in about a month.
Read it →We ran AI-readiness scans on local trade businesses to see how visible they are to ChatGPT, Claude, and Gemini. Here's what the data shows.
Read it →Three plumbers get named when someone asks AI for help. The difference between the ones who get called and the ones who don't usually isn't quality — it's whether the AI can find anything to say about them.
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