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Winning the answer

Playbooks for getting your brand mentioned and cited by AI assistants.

Original research

Two reports built from our own scan corpus. Each one states the dataset window it was measured over and refreshes as the corpus grows.

Latest

Local AI visibility10 min

How Many Google Reviews to Get Recommended by ChatGPT?

There is no review-count threshold that makes ChatGPT recommend you. Here is what review count actually does, why relative count matters more, and how to find your real bar.

Local AI visibility

Getting a local business named when a customer asks an assistant for a recommendation.

Where do you stand right now?

A free scan shows what ChatGPT, Claude, Gemini and Perplexity say about your business today, and who they name instead. About 30 seconds, no signup.

Run my free scan →

Fundamentals

How AI assistants build an answer, and why that changed the game.

Hospitality

For hotels, restaurants, and businesses in tourist towns.

Guides

Step-by-step playbooks you can work straight through.

Troubleshooting

Fixing what AI already gets wrong about your business.

Original research

Findings from our own scans of what AI recommends.

See it in the real world

Start with your own answer, then browse the live AI leaderboards by trade and city.