What Should I Check Before Buying a One-Time AI Visibility Baseline Audit for My Business?

What makes a baseline different from any other audit?

A baseline is the reading you will compare everything against later. That makes repeatability as important as accuracy: if the questions, engines or settings cannot be reproduced in three months, the first reading cannot tell you whether anything improved. Buy a baseline you could run again the same way, or one that records its method precisely enough for someone else to.

What should you check before you pay?

What should you send a vendor before buying?

Copy these into an email and compare the replies:

1. Can you send a sample report from a real reading?
2. How many questions, on which engines, with how many runs each?
3. Will the questions name my brand, and are branded questions reported separately?
4. Will I receive every answer and every cited URL, or a summary?
5. Who writes the fixes, and how do you make sure they do not invent facts about my business?
6. What happens if one engine is unavailable during the run?
7. If I buy again in three months, will you ask exactly the same questions?
8. What do you not guarantee?

The last question is the most revealing. An honest vendor says plainly that no audit guarantees rankings, citations, traffic or revenue.

What are the red flags?

• A score with nothing underneath. A number from 0 to 100 without the answers that produced it.
• Only branded prompts. Asking engines about your company by name mostly tests whether they have heard of you.
• One run per question. A single run is a coin toss.
• "AI grades your website". A model reading your pages and scoring them is a content review, not a measurement of what answers say.
• Guaranteed outcomes. Anyone promising first position in ChatGPT is selling something no one controls.
• A free audit that ends in a sales call. Useful sometimes, but judge it as a sales document.

More on cheap audit sites in whether low-cost GEO audit sites are reliable.

Is a one-time check enough before committing to a GEO retainer?

Usually yes, and it is the sensible first step. A baseline does three jobs before you sign anything:

• It tells you whether there is a problem. If you are already named for most of your buyers' questions, a large retainer may not be justified.
• It scopes the work. The lost questions and the pages behind them define what an agency should actually do, rather than a generic package.
• It sets the yardstick. Give the agency your baseline and ask them to report against the same questions. Improvements they claim on different questions cannot be compared.

A one-time check is not enough when the decision depends on trends, for example in a fast-moving category where competitors change answers month to month. Then you need repeated readings, from the agency or a tracker, on the same frozen questions. How to judge the agency side is covered in how to choose a GEO agency and what to check before you sign.

What should you do with the baseline once you have it?

Save the full report with its date, questions and settings. Fix the top items, wait a few weeks for engines to recrawl the changed pages, then measure again with the same questions. Judge progress per question, not only by an overall number, because one or two questions changing can be ordinary variation.

How does the Check from Kovmere, our product, answer this checklist?

Kovmere is our product, so here is how its one-time Check answers each item, including the limits:

• Questions: up to 20 questions for the one market you choose, up to 18 buyer questions that do not name you and up to 2 brand checks reported separately. Fewer may appear if your site lacks the evidence to support a question, and the report says so.
• Engines and collection: OpenAI, Perplexity, Google Gemini and Anthropic Claude through their search-enabled APIs, plus Google AI Overviews results, all with US settings. It does not read the consumer apps or anyone's conversations.
• Runs: three per question per engine, up to 300 answers.
• Evidence: every answer, which brands it named, and every cited URL, with the most-cited pages labelled by type and by whether they mention you.
• Fixes: up to three priority fixes, delivered as material you review, edit and publish yourself; facts it could not find on your site are flagged for you to confirm.
• Inputs and account: no account needed; it costs $29 once.
• Failure: if an engine's interface fails for every sample, the report says that engine was not measured and you can re-run it free on the same questions; if the first measurement still cannot complete after one automatic re-run, the payment is refunded automatically. When Google returns results without an AI Overview, that is counted as observed rather than re-run.
• Repeat: Pro, at $49 a month, re-asks a frozen set of questions each billing period, and the $19 counts toward its first month if you upgrade within 30 days.
• Not guaranteed: rankings, citations, traffic or revenue.

What do people ask before buying a baseline audit?

How much should a one-time baseline cost?

Prices range from free graders to agency projects. Pay for evidence you can read, several engines and repeated runs; a low price is fine if those are included.

Do I need to give the auditor access to my analytics?

No. A visibility baseline works from public answers and public pages. Analytics access helps later, when you connect AI referrals to leads and sales.

How long is a baseline valid?

Treat it as dated. A few months later, engines, sources and competitors will have changed, so compare it with a fresh reading on the same questions rather than relying on it indefinitely.

Can I use the same baseline with more than one agency?

Yes, and you should. Asking every agency to work from and report against the same baseline makes their proposals and results comparable.