Which questions and markets will you watch?
You cannot judge AI search visibility from a handful of screenshots, so start by deciding what exactly you will observe. Choose the market, the language and the questions a real buyer asks before contacting a company like yours: how to choose a supplier, how two approaches compare, what drives the cost. Questions about your brand name alone tell you very little. Choosing these questions is the first step of AI search optimization.
For each observation, note the search experience you used, the date and the conditions, such as country, language and whether you were signed in. Generated answers vary from one query to the next, so a single result is an anecdote, not a measurement. Treat three outcomes as different things: the answer mentions your brand, the answer links to your page as a source, and someone actually visits the site.
A few hand-picked prompts are not a measure of the whole market. Keep the list of questions documented and use the same set each time you repeat the check; otherwise you will be comparing different questions and calling the difference a trend.
Can search systems reach and understand your pages?
For Google’s AI features, the groundwork is ordinary SEO. Google states that a page must be indexed and eligible to be shown in Search with a snippet before it can appear as a supporting link, and that there are no additional technical requirements beyond that. So begin with crawl access, index status and a check that the version you intend is the one actually indexed.
Then read your key pages as a stranger would. Is it clear what you offer, who it is for, what is included, where the limits are and what supports each claim? Answers are assembled from text, and vague statements give a system little it can quote accurately. Keep company details such as name, contact information and areas of work identical across the site and your profiles.
When a page depends on platform rules, link to the primary source. If something is a prototype or a planned capability, say so plainly. Presented as finished work, it may be repeated elsewhere as fact.
What evidence makes a page worth citing?
Give priority to material your team can stand behind: a diagnostic method you use, a real demonstration, a specification you keep up to date or a verified account of a project. Content like this adds something that is not on every competitor’s site, and anyone can check it.
Every factual page needs a person responsible for it and a date when it was last verified. Prices, terms, availability and supported integrations change, and an outdated detail is far more likely to be repeated than corrected.
Judge progress by what you can observe: visibility across your documented question set, alongside enquiries and site visits where analytics makes that possible. Be honest about the limits, too. Careful preparation makes it more likely that your pages are found and quoted correctly, but nobody can promise that a particular system will cite your business or describe it in particular words.
GEO observation log
A template to adapt to your own project.
| Record | Why it matters |
|---|---|
| Market, language and search experience | Keeps results from different search environments apart. |
| Question and date | Lets you repeat exactly the same check later. |
| Mention or source link | Separates brand exposure from an actual citation. |
| Visit and enquiry | Links visibility to business outcomes, where you can measure them. |
Checklist: GEO audit
- Choose the market, the language and a fixed set of buyer questions.
- Record mentions, source links and visits as separate outcomes.
- Confirm crawl access, index status and the evidence behind each claim.
- Name a person responsible for factual updates and set a review date.
- Repeat the same observation set before drawing conclusions.
Example: a service page with nothing to quote
A company’s service page says it “builds complex systems” but gives no scope, no terms of ownership and no example of the work. There is little here that a search system could quote with confidence, and little that would persuade a buyer either.
The fix is a concrete service description, covering what is included, for whom and within what limits, plus a clearly labelled demonstration that a reader can review. The team then repeats its documented observation set and records any changes, without promising anyone a citation.
