Before you invest in getting recommended by ChatGPT, you need a baseline: does it recommend you today, and if so, for what? The good news is you don't need expensive software to find out. With a structured set of test prompts and a simple scoring habit, you can audit your AI visibility, benchmark against competitors, and pinpoint exactly where the gaps are. This playbook shows you how.

Step 1: Build Your Test Prompt List

The goal is to ask ChatGPT the questions your real customers ask — not your business name. Write 10 to 20 prompts across these categories:

Direct recommendation: "Recommend a good [category] company in [city]."
Best-of: "Who are the best [category] providers in [region]?"
Problem-first: "I need help with [specific problem] — who should I hire?"
Comparison: "What are my options for [service] near [city]?"
Specific-niche: "Which [category] companies specialize in [your specialty]?"

Cover the variations a real person would type, including different cities you serve and different ways of describing the same need. The more your prompt list mirrors genuine customer language, the more honest your audit.

Step 2: Run the Prompts Cleanly

Run each prompt in a fresh chat, ideally while logged out or in a temporary chat, so personalization and memory don't skew the results toward businesses you've already discussed. Run important prompts more than once — AI responses vary, and a brand that shows up in two of three runs is in a different position than one that appears once by chance. Record the date; AI visibility shifts over time, so your audit is a snapshot.

Step 3: Score What You See

For each prompt, capture a few simple data points:

Were you mentioned? Yes or no.
Position: First named, in the middle, or last?
How were you described? Accurate and flattering, generic, or wrong?
Who else appeared? List the competitors named alongside or instead of you.
Was a link included? And did it point to the right page?

A simple spreadsheet with these columns turns a fuzzy question — "are we visible in AI?" — into a concrete scorecard you can act on and re-run later to measure progress.

Step 4: Benchmark Against Competitors

The competitors that keep appearing in your test prompts are your AI visibility benchmark. Look at what they have that you might not: more reviews, stronger directory presence, press mentions, clearer specialization, or content that directly answers the prompts where they win. This competitive read is often the most valuable output of the whole audit — it tells you precisely what "good enough to get recommended" looks like in your category.

Step 5: Diagnose the Gaps

Your scorecard will usually reveal one of a few patterns:

Invisible: You never appear. Usually a reputation-and-presence problem — too few reviews, thin directory presence, no third-party mentions.
Mentioned but misdescribed: ChatGPT names you but gets your specialty, location, or services wrong. A content and consistency problem — the web is telling AI the wrong story about you.
Mentioned for the wrong things: You appear for generic queries but not the high-value, specific ones you most want. A positioning and specialization-content problem.
Mentioned but losing the click: You're named but the link is missing or wrong. A technical and on-site problem.

Each pattern points to a different fix. Mapping your results to the right diagnosis is what turns an audit into an action plan. For the underlying mechanics behind each fix, see how to get your brand recommended by ChatGPT and the in-depth how to rank in ChatGPT guide.

Step 6: Watch the Indirect Signals Too

Beyond direct prompt testing, watch for AI's fingerprints in your own data: a rise in branded searches, new prospects who mention an AI tool when they reach out, and direct traffic that grows as your visibility work matures. Adding a "How did you hear about us?" question with an AI option to your intake makes this concrete. Together with your prompt audit, these signals give you a rounded picture of your true AI presence.

Make It a Recurring Habit

AI visibility isn't static, so a one-time audit only tells you where you stand today. Re-run your prompt list on a regular cadence — monthly or quarterly — to track whether your improvements are working and to catch competitors gaining ground. This ongoing measurement is exactly why InfuseAI runs AI visibility as a 6 to 24 month engagement: we benchmark, improve, re-measure, and compound the gains over time.

Want a Done-For-You AI Visibility Audit?

InfuseAI will test how ChatGPT and other AI assistants describe your business, benchmark you against competitors, and hand you a prioritized plan to close the gaps. Let's see where you stand.

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How to Tell If ChatGPT Is Recommending Your Business