AI Visibility · NicNac Systems
Be the Name Customers Hear: AI Visibility Starts With an Honest Baseline
Three weeks ago this blog published an uncomfortable number: when customers asked AI who to hire, our own business was recommended zero times in 28 scored answers. Today the campaign returns to that number — not to hide it, and not to dress it up, but to say plainly what an honest baseline is for.
The short answer: on October 20, 2026 we ran a fixed battery of buyer questions — the kind customers actually ask — across the major AI engines and scored every answer three ways: named, cited, recommended. Our score was recommended in 0 of 28 scored answers, cited in 0, and named unprompted in 0 of 12 discovery questions. That baseline is published in full on this blog. Everything since has been the repair work, done in the open and re-measured on the same battery.
Why publish a zero?
Because the alternative is the usual one: a vendor who promises you will be the name customers hear, without ever showing you a measurement of anyone — including themselves. A baseline you can see is a claim you can check. Ours says the first call no longer goes to the top of a search page; it goes to whoever the AI answer names, with links to where it found them. If your business is not one of the names, you never hear the phone ring — and no report most owners own today even shows the loss.
What the work looks like, in order
The repair order has not changed since we published it, because it is mechanical, not magical. Say the facts plainly, once, everywhere: one page per service that answers the customer's question in the first two sentences. Structure the pages for quoting, with headings shaped like questions and machine-readable records that tell an engine exactly which business, service, and phone number a page is about. Earn mentions where engines look — the directories and lists for your trade and town. Then re-measure monthly, on the same fixed battery, and publish what moves and what does not.
One fence stands exactly where it stood in October: nobody honest can guarantee that AI will recommend your business, and nobody here will promise you a date when the answers move. Engines revisit pages on their own schedule. The work is the lever; the calendar is theirs. What we guarantee is the measurement, the fixes, and a published scorecard.
Run the test on your own business first
It costs nothing but a little honesty. Open ChatGPT, Gemini, or Meta AI and ask the questions your customers ask — the best business in your trade, in your town; who to call for your main service. Write down exactly who gets named, and follow the links under the answer to see which pages the engine trusted. Do it again next month with the same questions. A fixed battery is what turns a worry into a measurement — and a measurement is what turns visibility work from astrology into a job with a score.
If you would rather we ran the battery for your trade and town, that is the Audit: the fixed questions, scored, with who gets named in your place and why, and the roadmap in your hands either way. It is proposed at $249 one-time, with ongoing Presence proposed at $199 a month — proposed means confirmed with you at intake before anything is billed. No guaranteed rankings, from us or anyone honest.
Find out what AI says about your business
Start an intake and we will run the battery for your trade and town — named, cited, recommended, scored in the open.
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