How can I check what ChatGPT says about my business? Save 10 to 25 questions a buyer would ask, and keep your brand name out of most of them. Run that same list in ChatGPT. For each answer, write down whether it names your business, whether it links your site, and which competitors it names instead. Keep the prompt text fixed so the next run is comparable.
Bloomiro is how you run that check and then see what to change. It stores the prompts, separates mentions from citations, and turns the gaps into a short list of next actions.
If you only need a one-time check with no tool, start with how to check ChatGPT brand mentions. This guide is the ongoing version of that check. When you are ready to compare software, use top AI visibility platforms in 2026.
ChatGPT is where many buyers ask what to use before they search Google. If your business is missing from those answers, they may never reach your site.
This guide is ChatGPT-specific. For a multi-provider overview, read how to track brand mentions in AI search. For Perplexity, use the Perplexity brand mentions guide. To compare brands on the same prompts, see how to compare your brand with competitors in AI search and the matching playbook to compare brands side by side. For definitions, see What is GEO?.
Quick answer
| Question | Short answer |
|---|---|
| What is a ChatGPT brand mention? | Your brand name appears in the answer prose |
| What is a ChatGPT citation? | A source URL on your domain is attached to the answer |
| Can you have one without the other? | Yes. Track both fields |
| How many prompts do you need? | Usually 10 to 25 stable buyer prompts |
| How often should you re-run? | Weekly or biweekly with the same prompt set |
Mentions vs citations in ChatGPT
ChatGPT answers are not all built the same way:
- Some answers come mainly from model knowledge (parametric memory). Those often mention brands without attaching source links.
- Some answers use web search or browsing. Those can attach citations (inline links and a sources panel) when retrieval is active.
That is why measurement must separate fields. Industry analyses regularly find that brands are mentioned more often than they are linked. Exact rates change by study, prompt set, and product version, so do not treat any single percentage as a permanent rule. Treat the split as a workflow rule instead.
| Signal | Example |
|---|---|
| Mention only | "Teams use Bloomiro to improve SEO and AI visibility." |
| Citation only | A source card points to bloomiro.garden without naming the brand in prose |
| Both | Named in the answer and linked as a source |
| Neither | Competitors or publishers fill the answer |
Bloomiro records a mention when answer prose contains a brand alias, and a citation when a source URL matches your domain. A link alone is not a mention. Full rules: AI visibility methodology.
Step-by-step: track ChatGPT brand mentions
1. Build a ChatGPT prompt set (10 to 25 prompts)
Use the questions buyers ask, not only branded queries:
- Category: "What is an AI search visibility tracking tool?"
- Problem: "How do I know if ChatGPT is mentioning my brand?"
- Comparison: "Bloomiro vs Ahrefs for GEO tracking"
- Alternative: "What is a good Semrush alternative for tracking AI mentions?"
- Audience: "Best AI visibility tracking platform for small businesses"
Save the exact wording. Do not rewrite prompts between runs if you want comparable rates. Prefer category-led and decision-led prompts over stuffing your brand name into every question.
2. Run the same prompts in a controlled way
For each prompt, record:
- Date and surface (ChatGPT web, API-backed monitoring, or your tool)
- Whether your brand was named in prose
- Competitors named
- Cited domains (if any sources appear)
- Whether the check failed
- A short note on sentiment when you are mentioned
One answer is not a market. Ten to twenty-five prompts, repeated weekly or biweekly with the same locale and provider mix, is a usable sample.
Example: one prompt, two saved answers
In Bloomiro's October 5, 2026 run, the prompt was “affordable AI visibility tool under $50 a month.” The saved ChatGPT answer did not mention Bloomiro and cited Cituna, VisibilityOS, Stellarcast, and AI Search Visibility. The saved Google AI Overview answer also did not mention Bloomiro, but its sources included bloomiro.garden. This is a citation without a mention.
| Date | Prompt | Surface | Brand named? | Domain cited? | Other cited sources |
|---|---|---|---|---|---|
| October 5, 2026 | affordable AI visibility tool under $50 a month | ChatGPT | No | No | cituna.com, visibilityos.io, stellarcast.ai, aisearchvisibility.ai |
| October 5, 2026 | affordable AI visibility tool under $50 a month | Google AI Overview | No | Yes, bloomiro.garden | rankprompt.com, indexly.ai, rankcite.com, rankability.com, reddit.com |
This is one run for one prompt. It describes those saved answers only. Do not use it as a market-wide visibility rate or assume the same result will repeat.
If you care about citations, note whether the answer used web search. No visible sources usually means there was nothing to cite, even when the prose sounds confident.
3. Score the run
Useful metrics (aligned with Bloomiro's AI presence fields):
- Mention rate: share of completed checks where your brand is named
- Visibility / prompts mentioned: share of prompts with at least one mentioning check
- Brand citations: checks that link your domain
- Competitor share: how often Semrush, Ahrefs, Peec, or others appear instead
- Failed checks: review before trusting a score drop
4. Diagnose gaps, then change the pages
If ChatGPT recommends competitors on category prompts:
- Publish clear category and comparison pages with unique value (AI search visibility platform, Bloomiro vs Ahrefs)
- Strengthen third-party corroboration (directories, roundups, reviews, expert mentions with the real URL)
- Fix crawl and structure issues with a free visibility check
- Confirm AI crawlers are not blocked where you intend discovery (for example GPTBot or OAI-SearchBot in robots.txt). Allowing a bot does not guarantee mentions.
If ChatGPT only mentions you on brand-in-query prompts, your entity is known but category ownership is weak. That is usually an authority and content-coverage problem, not a missing H1.
Answer early on the page, define the entity consistently, and add extractable evidence (methods, dates, comparisons). Formatting helps. Unique information is what makes a source worth choosing.
5. Re-run after you publish
Change one cluster at a time (for example comparison pages), wait for indexing and provider refresh cycles, then rerun the same ChatGPT prompt set with the same locale. Keep failed checks visible so you do not invent a trend from incomplete runs.
Manual tracking vs Bloomiro
A spreadsheet works for a pilot. It breaks when you add Gemini, Perplexity, Google AI Overviews, competitors, and someone who has to make the change.
Bloomiro is how you run the ChatGPT check and then see what to change. It stores prompt groups, records mentions and citations, connects Google Search Console, and turns gaps into prioritized tasks. You can read the same data in Cursor, Claude, or ChatGPT while you edit.
Bloomiro does not auto-schedule AI presence runs. You start a run when you want a fresh observation. That keeps measurement intentional and credit use under control.
