To check whether AI engines mention or recommend your business, run a consistent set of prompts across ChatGPT, Gemini, Perplexity, and Bing Copilot and note whether you are named or cited. Then open your analytics and look for referral traffic tagged with sources like utm_source=chatgpt.com. Do this on a schedule rather than once, because AI answers vary from run to run and change as models update.
That is the short version. Below is the repeatable method we use at Penner Web Design here in Durham, so you can measure your own AI search visibility instead of guessing.
Why This Matters Now
More people are asking ChatGPT, Gemini, and Perplexity for recommendations the way they once typed a query into Google. When someone asks “who should I hire to build a website in the Research Triangle,” an AI engine answers with a handful of names and, often, a short list of cited sources. If your business is not in that answer, you are effectively invisible to that buyer, even if you rank well in traditional search. The good news: you can check exactly where you stand, and the check is straightforward.
Step 1: Build a Consistent Prompt Set
Consistency is the whole game. Write down a fixed list of prompts and use the same wording every time so your results are comparable across engines and across weeks. Include a mix of category, location, and problem-based questions. Some starting points:
- “Best web designer in [your city]”
- “Who should I hire to build a website in [your city]?”
- “Top WordPress developers near [your city or region]”
- “I need help with SEO and AI search optimization in [your area] — who do you recommend?”
- “Recommend a web design studio for a small business in [your city]”
Swap in your own city and region. A Durham studio, for example, would test both “Durham” and broader phrases like “Research Triangle” or “Raleigh-Durham,” since buyers phrase things differently.
Step 2: Run the Prompts Across Every Engine
Run each prompt in ChatGPT, Gemini, Perplexity, and Bing Copilot. These engines pull from different data and cite differently, so an answer in one tells you little about the others. Where an engine offers a web-search or browsing mode, test both with and without it, because grounded answers and model-memory answers can differ sharply.
Step 3: Note What to Look For
For each prompt and engine, record three things:
- Are you named? Does your business appear in the recommendation at all?
- Are you cited? If the engine shows sources, does one link to your site or a profile about you?
- Who shows up instead? Which competitors are named, and which sources — directories, review sites, local publications — are cited in their place? Those sources are clues about where AI engines are looking.
Step 4: Log Results and Watch the Trend
Keep a simple spreadsheet: columns for date, engine, prompt, whether you were named, whether you were cited, and which competitors and sources appeared. Repeat the run on a regular cadence — monthly is a sensible starting point. One run is never definitive. AI answers are probabilistic and shift as models retrain and as the web content they draw on changes, so a single mention (or a single miss) is noise until you see a pattern over several runs.
Step 5: Confirm It in Your Analytics
Self-testing shows what the engines say; your analytics show whether it sends real visitors. In Google Analytics or your platform of choice, look for referral traffic from AI sources — for example, sessions tagged utm_source=chatgpt.com, along with referrals from Perplexity, Gemini, and Copilot domains. Rising AI referral traffic is a strong signal that your visibility work is paying off. Low or no AI traffic, paired with weak self-test results, tells you where to focus.
Why You Might Be Invisible — and What Improves It
If AI engines never name you, it usually comes down to a few fixable things. AI models favor businesses they can understand and corroborate. That means:
- Entity clarity: a consistent name, location, and description of what you do across your site and the web, so an engine can confidently identify who you are.
- Structured data: schema markup that spells out your business type, service area, and services in a machine-readable way.
- Reviews and citations: mentions on the review sites, directories, and local publications that AI engines tend to cite.
- Answer-first content: pages that directly answer the questions buyers ask, so an engine can lift a clear, quotable response.
Improving these is exactly the work behind our AI search optimization service. It is the structured fix for the gaps your self-test uncovers.
Quick Checklist
- Write a fixed set of 5 or more prompts using your city and region.
- Run them in ChatGPT, Gemini, Perplexity, and Bing Copilot.
- Record whether you are named, whether you are cited, and who appears instead.
- Log every run with a date in a simple spreadsheet.
- Check analytics for AI referral traffic like
utm_source=chatgpt.com. - Repeat monthly and read the trend, not any single run.
Frequently Asked Questions
How often should I check my AI search visibility?
Monthly is a practical cadence for most businesses. AI answers vary between runs, so you want enough data points to see a trend rather than reacting to a single result. Check more often after you make significant changes to your site or content.
Why does ChatGPT recommend my competitor but not me?
Usually because that competitor is easier for the model to identify and corroborate — clearer entity information, structured data, and citations on sources the engine trusts. Note which sources are cited for them; those are often where you need presence too.
Is one prompt run enough to know where I stand?
No. A single run is a snapshot, and AI responses are probabilistic — the same prompt can produce different answers minutes apart. Only a logged series of runs across engines gives you a reliable read on your visibility.
Get Help Improving Your AI Visibility
If your self-test shows you are missing from the answers, we can help you close the gap. Penner Web Design builds custom WordPress sites and AI search optimization strategies from Durham for clients across the Triangle and nationwide. Request a quote or call us at 919-724-4417 to talk through where you stand and what it would take to get recommended.
