How to Check If Your Business Is Visible in ChatGPT (2026)

More than a third of US consumers now start product research inside an AI assistant instead of Google, and 71% of software buyers use AI chatbots to compare vendors. In an AI answer there is no page two — the model names one or two businesses as "the answer." If you're not one of them, you don't exist for that buyer.

Here's how to check where you stand, in plain steps.

1. Ask the buying-intent questions your customers ask

Open ChatGPT, Claude, Perplexity and Gemini and ask each the way a real buyer would:

• "What are the best [your category] for [your customer type]?"
• "Who should I hire for [the job you do] near [location]?"
• "Best alternatives to [a competitor]?"

Note whether your business is named, where you rank, and who shows up instead. Run each a few times — answers vary.

2. Check the signals AI uses to decide

AI assistants don't just crawl your homepage; they synthesize from sources they trust. Three signals matter most:

1. Structured content — llms.txt, Organization and FAQ schema (JSON-LD). This is how a model cleanly resolves *who you are* and *what you do*.
2. Citation density across trusted third parties — G2, Capterra, Trustpilot, Wirecutter, and active Reddit/forum threads. Brands cited in 5+ authority sources are mentioned ~2.7x more often in AI answers.
3. Quotable, answer-style copy — clear "best X for Y" and FAQ phrasing the model can lift directly.

3. Fix the gaps

• Publish an llms.txt summarizing your business and key pages.
• Add Organization + FAQ JSON-LD to your main pages.
• Get listed and reviewed on the authority sources for your category.
• Publish comparison and "best [category]" pages — these are exactly what models pull vendor lists from.
• Keep your business name and entity details consistent everywhere.

4. Monitor it — because it changes weekly

AI answers shift as models and sources update. Checking once isn't enough; the businesses that win re-check regularly and move when a competitor starts outranking them.

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Want this done automatically?

Tools like Cited score the website signals these assistants rely on (crawler access, llms.txt, structured data, answer-ready content) 0–100 and generate the exact fixes (llms.txt, schema, FAQ blocks). Asking the prompts above by hand is still the way to see what the assistants say today. The scan is free; monitoring starts at $39/mo.