Answers · AI visibility, in the open

How does a local trades business get found by AI?

By answering the exact question your buyer asks — "who's the best [trade] in [city]" — on your own pages, per market, with real proof. AI answers are local by default: the engine names whoever states the trade and the geography most plainly. PRAGMA measures whether the engines name you in each market and shapes the pages that win them.

ONE GENERIC PAGE "Services" ✕ wins no local answer vs >_ PER-MARKET ANSWERS [trade] in Jacksonville [trade] in Orlando [trade] in Miami >_ named city by city

A trades business lives and dies locally. Your buyer doesn't ask AI "who's a good sign company" — they ask "who's the best sign company in Jacksonville," or "near me," and the model answers with a name. Get named there and the phone rings. Miss it and you never knew the question was asked.

The catch that trips up local businesses: AI answers are local by default. The engine builds a different answer for every market, so being named in one city tells you nothing about the next. A single "our services" page — no trade named plainly, no market named — can't win any of them. The businesses that get found answer the local question, per market, on their own pages.

What wins a local AI answer:

PRAGMA measures each market — then wins it.

Because AI is local, you have to measure locally. PRAGMA runs the buyer's question in each market you serve and records whether the engines name you there — so you see exactly which cities you own and which you're invisible in. The neutrality is in the method: disclosed, reproducible, per market. Then we shape the pages that win each one and re-measure to prove it.

The standard, disclosed

We ask ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews the exact "who's the best [trade] in [city]" questions your buyers ask, and record — per engine, per market — whether your business is named.

We separate the pillars (answer-engine, parametric, local presence), freeze a baseline, and publish to a registry-verifiable record. We report what the engines actually say.

A trades business, named · Brand 9 Signs

Brand 9 Signs is a 40-year Florida signage business (our own founder's, which is why we could open every number) — a local trades company, invisible to AI. We measured it market by market, shaped the local answer pages, and re-measured: Gemini, Perplexity, and Google AI Overviews now name it. Same test before and after, weak pillars shown too.

Are you the answer?

Find out which of your markets AI names you in today — and which it doesn't.

Are you the answer? Find out