A measured benchmark, updated as coverage grows

The Local AI Visibility Index

When a customer asks an AI assistant for the best local business, only a few names come back. This index measures which ones, per metro and per trade, from real questions put to real AI assistants. We publish a cell only when it clears our sample floor. Everything else says “measuring” until it does.

0

of 36 metro-by-trade cells measured past the sample floor

90

day rolling window each cell describes

AI Visibility Score

the per-business score: its share of AI's attention in a market

No cell has cleared the sample floor yet. We measure a small, growing set of markets each day and only publish a metro-by-trade benchmark once it has enough readings to be honest. This page fills in as coverage accretes. We would rather show you nothing than a number we can't stand behind.

HVAC companies

Which HVAC companiesAI names when a customer asks for the “best HVAC company…” in each metro.

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roofers

Which roofersAI names when a customer asks for the “best roofer…” in each metro.

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dental practices

Which dental practicesAI names when a customer asks for the “best dentist…” in each metro.

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plumbers

Which plumbersAI names when a customer asks for the “best plumber…” in each metro.

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med spas

Which med spasAI names when a customer asks for the “best med spa…” in each metro.

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dispensaries

Which dispensariesAI names when a customer asks for the “best dispensary…” in each metro.

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How the index is measured

For each metro-by-trade cell we run customer-style recommendation prompts through every web-grounded AI engine, on a repeating cadence, with no business of our own in the prompt. We tally which businesses the engines name, how densely they name anyone at all, and which sources they cite. A business only earns a published position after AI names it in more than one answer. A cell only publishes after it clears our sample floor. We never invent a ranking or a number.

Want to know where your business stands?

The free check shows you exactly what AI says about your business today, and who it names instead of you. We do the work to improve your odds. A real human approves it before it touches your Google.

Run the free check