Written by a search visibility strategist with 7+ years of hands-on experience running AI visibility audits for businesses, distilled here into the exact prompt categories used in a real audit. This guide gives business owners a genuine, usable starting point, not a token list of examples.
Most business owners have never actually asked ChatGPT what it knows about their business, let alone whether it would recommend them over a competitor. That single test — repeated with the right set of questions — is one of the fastest, lowest-cost ways to understand where a business actually stands in AI search, without needing any paid tool or technical setup. This guide gives you a practical, copy-ready set of prompts organized by what each one reveals, plus guidance on how to run them properly so the results actually mean something.
How to Use These Prompts Correctly
Before the list itself, three rules make the difference between a useful test and a misleading one. Run each prompt in ChatGPT, Gemini, and at least one other platform like Claude or Perplexity separately, since visibility varies significantly between them. Run each prompt two to three times in fresh sessions, since AI responses are non-deterministic and a single result can be an outlier rather than a pattern. And always test the unbranded, category-level prompts first — these reveal whether you’d be discovered by someone who doesn’t already know your business name, which is the scenario that actually matters for new customer growth.
Category 1: Brand Awareness Prompts
These reveal whether ChatGPT recognizes your business at all, and how accurately.
- “What is [your business name]?”
- “What does [your business name] do?”
- “Where is [your business name] located?”
- “What services does [your business name] offer?”
- “Is [your business name] a legitimate business?”
If these come back vague, outdated, or entirely unfamiliar to the AI system, that’s your baseline problem to fix before anything else.
Category 2: Unbranded Category Prompts (The Most Important Set)
These reveal whether you get recommended to someone who’s never heard of your business — the real test of AI discoverability.
- “What’s the best [your category] in [your city]?”
- “Recommend a [your category] for [specific use case].”
- “Who should I contact for [specific problem your business solves] in [city/area]?”
- “What are some reliable [your category] options near [neighborhood/landmark]?”
- “I need a [your category] that offers [specific service]. Any suggestions?”
Run these exactly the way a real customer would phrase them, not the way a keyword tool would shorten them — conversational, specific, and constraint-heavy.
Category 3: Comparison Prompts
These reveal how you stack up against named competitors, and whether the comparison is accurate.
- “[Your business] vs. [competitor] — which is better for [use case]?”
- “What’s the difference between [your business] and [competitor]?”
- “Compare the top [your category] options in [city].”
- “Is [your business] better than [competitor] for [specific need]?”
Category 4: Accuracy and Currency Prompts
These reveal whether the information ChatGPT has about you is current and correct — a mention isn’t valuable if it’s outdated.
- “What are [your business]’s current prices for [service/product]?”
- “What are [your business]’s hours and location?”
- “Does [your business] offer [specific service you currently provide]?”
- “What do customers say about [your business]?”
Category 5: Trust and Reputation Prompts
These reveal how AI systems currently frame your business’s credibility.
- “Is [your business] trustworthy?”
- “What are the pros and cons of using [your business]?”
- “Are there any complaints about [your business]?”
Category 6: Industry-Specific Prompts (Customize These)
Beyond the general set above, add three to five prompts specific to your industry’s actual buyer questions — the kind pulled from real customer enquiries rather than generic templates. A SaaS company might test “best [category] tool for a 10-person team,” while a clinic might test “which [specialty] doctor in [city] takes walk-ins.” These industry-specific prompts, drawn from real conversations, tend to reveal the most actionable gaps.
What to Do With the Results
- Log each result systematically — which prompt, which platform, whether your business appeared, and how accurately it was described — rather than relying on memory after the fact.
- Compare against two or three named competitors using the same exact prompts, since visibility only means something in competitive context.
- Flag any outdated or inaccurate information immediately, since correcting it on your website and Google Business Profile is often the fastest fix available.
- Note which prompts return nothing at all, since these represent the clearest visibility gaps worth prioritizing first.
- Re-run the full set monthly or quarterly to track whether visibility is improving, since a single test only provides a snapshot.
Turning This Into an Ongoing Practice
A one-time test is useful, but the real value comes from repeating it consistently. For a broader, more structured approach to categorizing and generating prompts across use cases, Semrush’s extensive prompt library is a genuinely useful reference point. You can review it in Semrush’s guide to ChatGPT prompts, which includes a broader framework for building prompts across marketing, SEO, and business use cases beyond visibility testing specifically.
If this manual testing process starts revealing consistent gaps — your business absent from unbranded prompts, outdated information, or competitors consistently favored — that’s usually the point where structured AEO and GEO work becomes worth investing in, since fixing the underlying content and entity signals is what actually moves these results over time. The same prompt-testing discipline also underpins ongoing LLM SEO monitoring, just done manually here rather than through a dedicated tracking tool.
Frequently Asked Questions
How many times should I run each prompt to get a reliable result?
Run each prompt two to three times in separate sessions, since AI responses vary between runs. A single result can be misleading, while a pattern across multiple runs gives a more accurate picture.
Should I test the same prompts in ChatGPT, Gemini, and other platforms?
Yes. Different AI platforms retrieve and cite information differently, so visibility in one doesn’t guarantee visibility in another. Testing across at least two or three platforms gives a more complete picture.
What should I do if my business doesn’t appear at all for the unbranded category prompts?
This is the most common and most actionable finding. It typically points to a need for clearer, more direct content structured around real customer questions, along with stronger entity signals like consistent business information across platforms.
Is it bad if ChatGPT gives outdated information about my business?
It’s a fix worth prioritizing, but not a cause for alarm. Updating your website and Google Business Profile with current, accurate information is the most direct way to correct this over time as AI systems re-crawl and re-verify your data.
How often should I re-run this prompt test?
Monthly or quarterly is a reasonable cadence for most businesses, since it’s frequent enough to catch meaningful trends without becoming an excessive time commitment for a manual process.
Can I rely on this manual testing instead of a paid AI visibility tool?
For a small business just starting to understand its AI visibility, manual testing provides genuinely useful data. As tracking needs grow more complex or frequent, a dedicated monitoring tool can add automation and scale, but it isn’t required to begin.
Testing your own AI visibility doesn’t require a budget, a tool subscription, or technical expertise — it requires the right set of questions, asked consistently, across the right platforms. The prompts above give you a genuine starting point for understanding where your business actually stands, not where you assume it stands. Run them, log the results, compare against competitors, and revisit the test regularly, and you’ll have a clearer, evidence-based picture of your AI visibility than most businesses in your category currently bother to check for themselves.