Does ChatGPT Know About Your Business? Run the 5-Minute Test

Why does this test matter in Houston right now?

Roughly 1 in 3 U.S. adults now uses an AI chatbot at least weekly (Pew Research, via iQDigital, 2026). Google AI Overviews appear in about half of all Google searches (D&D SEO Services, 2026). That means a homeowner in Katy asking about AC repair, or someone in the Heights researching med-spas, often gets an AI-written answer before they ever see your website.

Here's the part most owners miss: buyers don't type "AI-visible HVAC company Houston" into anything. City-modified AI search terms show near-zero tracked volume industry-wide. People ask assistants conversationally: "Who's a reliable plumber near Sugar Land?" So the only honest way to know where you stand is to ask the assistants the same way your customers do.

That's the test below. It takes five minutes and costs nothing.

How do I test whether ChatGPT knows my business?

Open three engines: ChatGPT with web browsing turned on, Gemini, and Perplexity. Web browsing matters because ChatGPT's search-grounded answers run against Bing's index. If Bing has never indexed your site, ChatGPT literally cannot cite you.

Ask each engine the same three questions, word for word:

• What is [your business name] in Houston?
• What services does [your business name] offer?
• Is [your business name] a good fit for [your customer type]?

For that last one, use a real customer profile. An HVAC shop in Katy might ask: "Is it a good fit for a homeowner replacing a 20-year-old system?" A med-spa in the Heights might ask: "Is it a good fit for someone comparing laser treatments?"

Screenshot every answer. You now have a baseline, and you'll land in one of four states.

What do the four possible results mean?

State 1: Invisible. The engine has never heard of you, or confuses you with a similarly named business in Dallas. Root cause: you're not in the index that engine reads. 71.7% of ChatGPT citations come from pages with organic search presence (GrowingAI, 2026), so a site with no search footprint gives AI nothing to cite. Start with why isn't my business showing up in ChatGPT.

State 2: Partial. The engine knows your name and maybe your city, but stumbles on services, guesses at specialties, or answers the fit question with generic hedging. Root cause: your pages exist but aren't structured for extraction. No FAQ schema, vague service pages, everything important buried on the homepage.

State 3: Outdated. The engine answers confidently and wrong: services you dropped two years ago, an old address, a former owner's name. Root cause: staleness. AI engines favor fresh content, and pages untouched for roughly 90 days see measurably fewer citations (iQDigital, 2026). When your pages go quiet, engines backfill from old crawls and third-party directories.

State 4: Cited. All three engines describe you accurately, name your actual services, and give a reasoned answer on fit. This is the goal state. Your job shifts from repair to maintenance: keep pages fresh and expand into more of the questions your customers ask.

The stakes are concrete. Home-service businesses already miss 27–62% of inbound calls, and each missed service call costs $275–$1,200 (Invoca research, compiled by Brilo AI, 2026). Invisibility in AI answers is the same revenue leak, one step upstream: the caller never dials because the assistant never mentioned you.

What's the 30-day fix sequence?

If you test invisible or partial, do these in order over 30 days.

Days 1–7: Get indexed everywhere that matters. Submit your XML sitemap to Google Search Console and Bing Webmaster Tools. Most owners stop at Google. Don't. ChatGPT's web answers run on Bing's index, so skipping Bing means skipping ChatGPT.

Days 8–14: Publish llms.txt. This is a plain-text file at yoursite.com/llms.txt that tells AI crawlers, in clean language, what your business is, what it sells, and where it operates. Write it like you'd brief a new employee: business name, address, service area, services, and who you're for.

Days 15–30: Add FAQ schema to every service page. This is the highest-leverage step. FAQ-schema content is cited roughly 3x more often in Google AI Overviews than unmarked content (iQDigital, 2026). Write real questions your customers ask, answer each in 40–90 complete words, and mark them up with FAQPage JSON-LD.

Then re-run the three-question test and compare against your baseline screenshots. Set a calendar reminder to touch every important page at least every 90 days; that's the staleness window where citations start dropping (iQDigital, 2026).

For the playbook past day 30, see how to get recommended by ChatGPT in Houston and our AI SEO in Houston guide.

What if you'd rather see the data first?

Run the free instant scan: start the free scan. We measure businesses with the AIR Score™, our 0–100 composite of mention, recommendation, and sentiment across five AI systems: ChatGPT, Claude, Gemini, Grok, and Perplexity.

We also publish receipts. Our Houston AI Visibility Index is built from the same multi-engine scan harness behind the live national index at deepaivisibility.com/ai-visibility-index, where real HVAC and plumbing scan data is published now.

One more data point: DesignRush lists 63 "AI companies in Houston," and nearly all of them build software or automation. None specialize in AI visibility. Deep AI Solutions is new, Houston-native, and data-first. We compete on published scan data and working tools, not tenure. Compare the two disciplines on Houston SEO vs. AI visibility, or see what we run for clients.

Questions? Call 281-937-DEEP. Jack, our own AI voice agent, answers 24/7. We wouldn't sell AI visibility from a phone line a human has to babysit.