What we find asking each engine’s own search API the questions buyers actually type — same prompts, same city, and never the business’s name, because naming it manufactures the answer.
Every share-of-answers chart you have seen is somebody’s guess dressed as data. The number that matters is not the market’s — it is yours.
The honest answer has four steps, none of them exotic, and one uncomfortable caveat: nobody can promise you a place in an answer, including us.
A fair question, usually asked by somebody who has been sold a rebrand before. The overlap is real. So are five differences that change what you do on Monday.
Every objection to publishing prices is about competitors. Every consequence of not publishing them falls on the customer who wanted to choose you.
Your customers know you cover the next town over. Nothing an engine reads knows it, because a map graphic and a radius are not sentences.
Between somebody asking and your name appearing there are a few seconds of reading. Knowing what gets read explains almost every odd answer you have seen.
The most frustrating sentence in this whole subject. You control your website completely, and it is the source with the least say in how you are described.
Structured data is the one place you can state your facts in a form built to be copied. Here is the whole block, with the reasoning for every line in it.
Nobody sets out to hide from the engines. They inherit a template, or ship a staging file, and quietly stop being readable by the thing writing the answers.
Directories will always be cited. The question is whether anything of yours is cited alongside them — because the sources decide the description, and you only control one.
Every tool publishes what it measures. Almost none publishes what it misses — which is the half that decides whether the first half means anything.
Your friend asked ChatGPT and you were there. You asked and you were not. Neither of you is wrong — and the disagreement is the most useful thing on the page.
A visibility score is only as good as the questions behind it. Here are ours in full — including the rules that cost us points we could have quietly claimed.
A number you cannot take apart is not a measurement, it is a mood. This one takes apart into seven pillars — ninety points of observation and ten of forecast.
Search gave you ten chances to be chosen. An answer gives you one paragraph naming two or three businesses. There is no page two to grind up from.
One file at your domain root, stating what you do, where you do it, and who you serve. It takes about an hour.
The sources an engine leans on are neither secret nor exotic. That is what makes this a task you can finish rather than a strategy you maintain.
If four sources say you close at five and only your website says nine, the answer says five. Here is how to work out which source to fix first.