Short answer
Choose an AI visibility tool by checking five things: which AI engines it covers, how often it repeats each question, whether you can read the saved answers, whether it separates mentions from recommendations and citations, and what limits sit behind the price. Skip any tool that shows one score with no evidence.
Do you need a tool at all?
If you track under ten questions once a month, a spreadsheet does the job. Our guide to tracking brand mentions in ChatGPT shows how.
A tool earns its fee when you track more questions or more competitors, or want to compare this month with last.
What the research means for choosing a tool
SparkToro’s study found the same list came back less than once in a hundred runs, and the same order about once in a thousand.
Its authors say a visibility percentage, taken across many prompts that are each run several times, is a sensible metric. A single “position in AI” is not.
So a good tool counts how often you appear across repeated runs. A tool that reports one rank from one run is measuring noise.
Five checks before you pay
- Engines coveredWhich AI tools does it ask: ChatGPT, Gemini, Perplexity, Google AI Overviews? Match this to where your buyers actually search.
- Repeat runsDoes it ask each question once or several times? Given how much answers vary, one run per question gives noisy results.
- Saved answersCan you open the answer behind every number? If not, you’re trusting a black box.
- Three separate signalsDoes it split mentioned, recommended and cited? One blended number hides which of them moved.
- Limits and pricesWhat caps apply to questions, brands, runs and markets? A cheap plan can feel expensive once you hit the limit.
What do good signs and red flags look like?
| Check | Good sign | Red flag |
|---|---|---|
| Evidence | Every number opens the saved answer | One score with nothing behind it |
| Variation | Explains that answers change between runs | Never mentions variation |
| Promises | States what it cannot do | Promises you’ll be recommended |
| Limits | Caps shown before you pay | Limits found at checkout |
Treat a claim to show private ChatGPT conversations as a red flag too. Nobody outside OpenAI can see them.
What should you ask a vendor?
- How do you collect the answers, and can I see a real example?
- How many times is each question run?
- Can I edit the questions, or are they fixed?
- How are competitors chosen?
- What happens to my data, and can I export it?
- What does the score mean, and can I see the formula?
- Which engines and markets are not covered?
How do you test a tool before paying?
Check it against what you already know. Run the same five questions by hand first, then run them in the tool.
- Compare which brands the tool reports with what you saw yourself.
- Open three saved answers and read them in full.
- Check that rerunning a question gives a result in the same range, not a wildly different one.
- Find the limits page before you enter a card.
A tool that matches your hand check, shows its evidence and states its limits is a good sign.
Where does Crawlbird fit?
Crawlbird checks ChatGPT, Gemini and Google AI Mode. If you need Perplexity or Google AI Overviews in the same dashboard, it isn’t that yet.
You add your site, review 3 suggested competitors, and edit the suggested questions. It asks each question once on every platform you choose, in the United States market, and saves every answer. An audit is a snapshot, so recheck to see what changed.
Every number links to the saved answer, and mentions, recommendations and citations are reported separately. It doesn’t promise rankings or show private conversations.
Paid plans start at $49 a month. New accounts get a one-time free allowance of 20 ChatGPT answers.
Key takeaways
- Under ten questions a month? A spreadsheet is enough.
- Check engines covered, repeat runs, saved answers, separate signals and limits.
- One score with no evidence behind it is the main red flag.
- Test a tool against a hand check before you pay.
See it for your own site
Enter your website and Crawlbird suggests the buyer questions to check in ChatGPT.
Common questions
How much do AI visibility tools cost?
Prices vary widely, and limits matter more than the headline number. Check how many questions, brands and runs each plan allows. Crawlbird’s paid plans start at $49 a month, with a one-time free allowance to try it first.
Which AI engines should a SaaS company track?
Start where your buyers ask. Ask recent customers which AI tools they used while choosing, and begin with the one they name most. Add others once the first check is running and you trust the method.
Is a free checker enough?
For a first look, yes. Free checkers and manual tracking show whether you appear at all. Check whether a free tool runs each question more than once, and treat a single run as a prompt for deeper checking.
Do these tools improve my AI visibility?
No tool changes the answers by itself. They show where you appear and which sources shape the answer. The improvement comes from fixing pages, making pricing clear, and getting into the sources that get cited.
Sources and further reading
- SparkToro and Gumshoe.ai: AIs are highly inconsistent when recommending brands or products The consistency research, and the authors’ advice on what to measure.