What did the audit find?
Seventeen of a hundred. That’s how often a regional appliance-repair company — more than a decade in business, close to 90 reviews, averaging 4.5 stars — showed up when we ran its name and its market through the same twenty-prompt, five-engine test we run on every audit. The business is real, licensed, and well-reviewed by the people who’ve actually used it. None of that showed up in the score. Ask an AI assistant about the business directly, by name, and it answered correctly ten times out of ten — full marks, no hesitation. Ask anything a stranger would actually type — which appliance-repair company to call in one of the cities it serves — and the business disappeared in every one of thirty tries. Not lower. Zero. The gap between those two numbers is the entire story, and it traces back to one setting: every page on the business’s own site carried a “noindex, nofollow” instruction, almost certainly left on from a staging site and never switched off before launch. Search engines and AI crawlers alike were told, explicitly, not to read a single page. And every page carried the same generic title left over from the site’s original template — the business’s actual name appeared nowhere in the one HTML tag search and AI systems weight most heavily.
Why did the scores split so cleanly between 10/10 and 0/30?
Because the two results were never measuring the same thing. Being found by name doesn’t require reading the business’s own site at all — it can come entirely from a directory listing, a review platform, or a data source that already has the business on file, all of which stayed live and readable the whole time. Being found for a service in a specific city is a different ask: the engine needs a page that actually answers that exact question, and with noindex blocking every one of the business’s own pages, the only pages left to answer it belong to someone else. When we asked whether the business is licensed and trustworthy — the exact question a hesitant homeowner asks before picking up the phone — one engine answered that the provided search results didn’t confirm it. The business’s own site says so, in plain language. The engine has simply never been allowed to read it. That’s not a penalty for something the business did wrong in its content. It’s the mechanical consequence of one technical setting doing exactly what it was built to do, on every page, at once.
What does this mean for anyone else running a local service business?
That the most damaging gap we find isn’t always a content problem — sometimes it’s a single technical setting that undoes genuinely good content everywhere at once. This business had real years in operation, real reviews, and a real answer to the trust question a nervous buyer asks. All of it was true and none of it was reachable, because of a setting most owners have never looked for and most website builders don’t flag. It’s also the most repeatable story in our audit book, on purpose: the fix here is small and mechanical, not a content overhaul, which is exactly why we lead with it rather than treat it as a footnote. If you’ve never checked whether your own site is quietly telling AI engines not to read it, that’s one of the first things a full audit checks — alongside what actually determines whether an engine names a business in the first place.