What AI visibility means
AI visibility is how often, and how accurately, your business appears inside AI-generated answers. It is the closest thing this field has to share of voice — not a ranking, because there is no ranking, but a measure of whether you are part of the conversation when a customer asks.
It has three components, and businesses routinely conflate them, which is why so many ‘visibility scores’ are less useful than they look.
| The question it answers | Why it matters | How often it is measured | |
|---|---|---|---|
| Presence | Are you named at all? | The binary that matters most | Almost always |
| Accuracy | Are the details right? | A wrong phone number is worse than no mention | Rarely |
| Framing | How are you described? | This is what the customer actually reads | Almost never |
Most tooling reports the first and stops. The second and third are where the surprises live — being named with an old address, or described as a web design firm when you sell SEO, is a problem no presence score will surface.
How to measure it without buying a tool
Tooling for this is young and priced optimistically. A spreadsheet gets you most of the way, and you see the actual answers rather than a number derived from them.
- Write down ten real questions. The ones customers actually ask, phrased the way they would phrase them. “Who’s a good plumber in Poole?”, not “plumber Poole”. Keywords are for search engines; these are conversations.
- Ask four assistants. ChatGPT, Gemini, Perplexity and Copilot. They source differently and disagree far more than you would expect.
- Record four columns: were you named, were the details right, who was named instead, and which sources the answer cited.
- Repeat monthly, same questions, same wording, same order.
That fourth column is the one people skip and the one that pays. It is a list, in priority order, of precisely which sites you need to be present on — derived from what the engines actually use for your questions rather than from a generic directory list somebody sold you.
Two cautions. Answers vary between sessions and accounts, so a single check is an anecdote and only the trend across months means anything. And use a logged-out or private window where you can, because personalisation will flatter you — a model that has watched you visit your own site all week is not a neutral judge.
Benchmarking against competitors
The ‘who was named instead’ column turns into the most useful analysis available here, and it costs nothing extra.
Tally the businesses that appear across your ten questions and four assistants. You will usually find three to five names recurring. Those are your actual competitors for AI visibility — often a different set from the businesses you compete with in the map pack, and occasionally including a directory or a listicle rather than a business at all.
Then look at what they have that you do not. In practice it is almost always one of: more reviews, longer-standing presence, or a mention on a source the assistant trusts. Rarely is it anything clever on their website.
If a directory page keeps getting cited instead of any business, that is a strong signal: being on that directory is worth more than any amount of work on your own pages for that question.
Should you buy an AI visibility tracking tool?
Eventually, probably. Not yet, for most small businesses.
| Spreadsheet | A paid tool | |
|---|---|---|
| Cost | An hour a month | Often more than a small business spends on its whole SEO retainer |
| What you see | The actual answers, in full | A score, and usually presence only |
| Questions covered | Ten, chosen by you | Hundreds, most irrelevant to you |
| Worth it when | You are one business with one location | Many locations, many questions, or a report someone else must read |
The honest test: if you cannot yet name the three businesses that get recommended instead of you, a tool will not help — you have not done the free version of this work. If you can, and you are now tracking it across twelve branches, a tool starts to earn its money.
Why visibility is poor: a diagnostic order
Low visibility almost always traces to one of four causes. Check them in this order, because the first makes the rest irrelevant.
- They cannot reach you. AI crawlers blocked at the hosting or security layer, not in robots.txt, so nothing shows in your logs and the site looks perfectly healthy. This is the most common single cause and the most commonly missed.
- They cannot resolve you. Contradictory details across your site, profiles and directories, so no two sources agree on who you are. A model that cannot establish the facts confidently will name someone it can.
- They have nothing to quote. Pages that market rather than answer. If no passage stands alone as a complete answer, there is nothing to lift.
- Someone else is better corroborated. More reviews, more mentions, longer presence. This is the slow one, and the only honest fix is sustained work over months.
That order is also the order of cost: the first two are free to fix, the third is an afternoon per page, the fourth is a year. Our GEO audit works through them in exactly this sequence, and a fair number of businesses stop after the first.
What good looks like
Setting a realistic target matters, because ‘named every time’ is not one.
For a local business in a town with a handful of genuine competitors, being named in perhaps half of relevant answers, with correct details, is a strong position. Being named occasionally and accurately is a normal healthy starting point. Being named never, across four assistants and ten questions, means something is structurally wrong rather than merely competitive — go back to the diagnostic order above.
And remember that appearing in a Google AI Overview and holding the map pack are separate outcomes chosen by different systems on the same results page. Strength in one tells you very little about the other, so measure them separately or you will misread both.