Does ChatGPT Know About My Business?
What three questions should you ask ChatGPT?
Open a fresh conversation on each platform — not a thread where you've already discussed your business. A model with prior context from earlier in the chat will give you a misleadingly good answer. Ask these three, worded the same way each time:
- "What is [your business name] and what do they do?" Tests baseline awareness — does the model recognize you exist, in any form.
- "Can you recommend a [your category] in [your neighborhood, or Miami]?" Tests whether you come up unprompted, next to competitors, when nobody has typed your name.
- "What are [your business name]'s hours, pricing, or specialties?" Tests whether the details on file are current, or borrowed from a listing nobody's touched in years.
Run all three, worded identically, on ChatGPT, Gemini, and Perplexity. Write down the answers verbatim. What each engine says — and doesn't say — is the diagnosis.
Why do ChatGPT, Gemini, and Perplexity give different answers?
Each one is a separate system pulling from separate data, so a business can pass on one engine and fail on another in the same afternoon.
The clearest documented gap is ChatGPT's search-grounded mode: when it browses the live web, it runs against the Bing index — if your site was never indexed there, that pathway can't cite you, no matter how well you rank on Google. Gemini and Perplexity are separate systems too, which is part of why the same business can look completely different across three open tabs.
None of this is a reason to pick one engine and ignore the rest. Roughly 1 in 3 U.S. adults use an AI chatbot at least weekly (Pew Research via iQDigital, 2026), and they aren't all using the same one.
What do the four outcomes mean?
- Invisible — the model says it has no information, or answers with a generic disclaimer. Ask about a Brickell wealth-advisory firm with no indexed content anywhere, and this is the result.
- Partial — the category is right but the details are thin, generic, or confused with a similarly named business. A Wynwood mural studio might get folded into "art galleries in the area" without ever being named directly.
- Outdated — the model has specifics, but they're stale: an old address, a discontinued service line, pricing from before a rebrand. A Coral Gables corporate consultancy that moved offices two years ago may still get cited at the old suite number.
- Cited — the model answers accurately, names the business by name when asked for a recommendation, and, on Perplexity especially, links to a real source. A Doral logistics broker with an active, regularly updated site is the profile that lands here.
Most businesses aren't cleanly one of the four — you might be cited on Perplexity and invisible on ChatGPT. Log the result per engine, not as one overall score. For a broader read across five engines at once, DAS runs the Miami AI Visibility Index.
What causes each outcome?
Invisible almost always traces back to having no organic search footprint at all. 71.7% of ChatGPT citations come from pages that already have organic search presence (GrowingAI, 2026) — a business with nothing indexed anywhere gives the model nothing to draw from, regardless of how well-known it is locally.
Partial usually comes from thin content and inconsistent listings: your name, address, or phone don't match across your website, Google Business Profile, and directories, or your site never states in plain sentences what you actually do.
Outdated comes from content that's stopped moving. Pages left untouched for roughly 90 days see measurably fewer AI citations (iQDigital, 2026), and a Google Business Profile or directory listing nobody's opened since a move or a rebrand keeps feeding models the old facts.
Cited isn't a fixed state — it's a maintained one. Skip the updates and a cited business can drift back to outdated within a couple of quarters. For the invisible and partial cases specifically, see why isn't my business showing up in ChatGPT.
What's the 30-day fix, week by week?
- Week 1 — audit. Run the three-question test on all three engines and record the answers verbatim. Pull your Google Business Profile and check it line by line against your real hours, address, and services. Check the top five places your business is listed — Yelp, Google, any industry-specific directory — for consistent name, address, and phone.
- Week 2 — fix the foundation. Correct every inconsistency found in Week 1, starting with Google Business Profile, then directories. Submit your sitemap to Bing Webmaster Tools — ChatGPT's search-grounded mode runs against the Bing index, so a site never submitted there is invisible to that pathway no matter how it ranks on Google.
- Week 3 — build content a model can extract. Publish a page that states plainly, in sentences, what you do, who you serve, and where — not just a headline and a logo. Add FAQ content answering the real questions customers ask, marked up with FAQ schema; FAQ-schema content is cited roughly 3x more often in Google AI Overviews (iQDigital, 2026). For the deeper version of this step, see how to get recommended by ChatGPT in Miami.
- Week 4 — re-test and set a cadence. Run the same three questions again on all three engines and compare against Week 1, word for word. Then run the free AI visibility scan for the fuller picture — DAS's AIR Score checks mention, recommendation, and sentiment across five engines (ChatGPT, Claude, Gemini, Grok, and Perplexity) on a 0-100 scale, not just the three you tested by hand. Put a 90-day refresh on the calendar; that's roughly the point where untouched content starts losing AI citations (iQDigital, 2026).
Does a Miami business need a local agency to fix this?
Not particularly. This is measurement and engineering — correcting Bing indexing, directory consistency, and FAQ schema doesn't require anyone to sit in a Miami office. Deep AI Solutions is Texas-headquartered and serves Miami businesses remotely, the same way it serves clients nationwide, with no local office here. Every fix in the sequence above requires access to your website, your Google Business Profile, and your listings — the same job whether the person doing it is in Brickell or somewhere else entirely.
Miami's AI-visibility field is more contested than some metros. National agencies — Heyday Marketing, SCALZ.AI, AnswerManiac, and Full Contact AEO — already run AEO-style city pages here, and classic SEO in the metro is dominated by generalist firms like SEO Brand and SmartSites, per Clutch's Miami directory. What's still open is a maintained, Miami-native authority hub, not another national agency's city-page play — that's the gap this test, and the AI SEO approach behind it, is built to fill. See the full comparison at Miami SEO vs. AI visibility, or go straight to services if you'd rather hand the fix sequence to someone else. Prefer to talk it through first? Call +1-281-937-3337.
Frequently asked questions
Why does ChatGPT know about some Miami businesses but not others?
It comes down to what the model can find and verify, not how established the business is in person. 71.7% of ChatGPT citations come from pages that already have organic search presence (GrowingAI, 2026), so a business with no indexed content anywhere is effectively invisible to the model. Fix the search footprint first, and citation follows.
Is a Perplexity citation the same thing as a ChatGPT mention?
No. Each engine is a separate system pulling from separate data, so a business can be cited on one and missing entirely from another in the same afternoon. The clearest documented gap is ChatGPT's search-grounded mode, which runs against the Bing index — a site never indexed there is invisible to that pathway no matter how well it ranks on Google. Being cited on one engine says nothing about your status on another — test each one separately.
Does a bad self-test result mean my Miami business is failing?
No — it means your AI visibility hasn't caught up to your real-world reputation yet, which is common and fixable. Roughly 1 in 3 U.S. adults use an AI chatbot at least weekly (Pew Research via iQDigital, 2026), so this is a growing channel, not the only one that matters. An invisible or outdated result is a gap to close, not a verdict on the business.
Do I need a Miami-based agency to fix this?
No. This is measurement and engineering work — fixing Bing indexing, directory consistency, and FAQ schema doesn't require a local office. Deep AI Solutions is Texas-headquartered and works with Miami businesses remotely, the same way it serves clients nationwide. What matters is access to your site and listings, not a shared zip code.
How is this different from checking my Google ranking?
Google ranking measures where you land in a list of blue links. This test measures whether an AI model will describe your business accurately, unprompted, in a conversation — a separate system with its own rules. Google AI Overviews alone now appear in roughly half of Google searches (D&D SEO Services, 2026), and ChatGPT, Gemini, and Perplexity sit entirely outside traditional rank tracking.
How often should I re-run the three-question test?
Monthly at minimum, and immediately after any change to your address, hours, services, or branding. Pages left untouched for roughly 90 days see measurably fewer AI citations (iQDigital, 2026), and a model can keep repeating an old answer well after your website has been corrected. Re-testing is the only way to confirm a fix actually landed.
What's the difference between this test and the free AIR Score scan?
The three-question test is manual and free — you run it yourself, one engine at a time. The AIR Score scan automates the same idea across five engines (ChatGPT, Claude, Gemini, Grok, and Perplexity) and scores mention, recommendation, and sentiment on a 0-100 scale. Run the manual test first to see the pattern, then use the free scan for the full picture.