Does AI recommend
your business?
Check how your business appears in AI-search answers your customers may see — and which competitors are winning the recommendation.
AI assistants customers use
- ChatGPT
- Claude
- Gemini
- Perplexity
- Grok
- Copilot
Free report · No account needed
Your AI Visibility Report
See whether AI search recommends your business when customers ask who to hire, and which competitors appear instead.
Northstar Roofingnorthstar-roofing.example - Austin, Texas
AI Visibility Score
34 / 100
Sample view based on 6 fictional buyer-intent questions.
Recommendation Coverage
21%
Share of sample answers that mention Northstar Roofing.
Typical Position
#4
Sample median rank when the business appears.
Example Tested Prompts
Which roofing contractors are commonly recommended in Austin, Texas?
Not mentionedAI answers tend to recommend established local roofing companies with visible reviews, service pages, and third-party mentions.
Also recommended: Lone Star Roofing, Austin Roof Experts, Capital Roofing
Which roofing contractors provide roof replacement in Austin, Texas?
Mentioned #4Northstar Roofing appears as a lower-ranked option, behind competitors with stronger local recommendation signals.
Also recommended: Lone Star Roofing, Austin Roof Experts, Capital Roofing
Who should I consider for emergency roof repair in Austin, Texas?
Not mentionedEmergency repair answers favor companies with explicit urgent-service pages and recent customer feedback.
Also recommended: Lone Star Roofing, Austin Roof Experts
Most Frequently Recommended
Fictional recommendation share across the sample prompts.
- Lone Star Roofing67%
4/6 prompts, avg #1.3
- Austin Roof Experts50%
3/6 prompts, avg #2
- Capital Roofing33%
2/6 prompts, avg #3
Sample Report
Illustrative example. Business names and results shown are fictional.
The shift
Search is changing.
Are you visible?
Customers are asking AI who to hire, not just what to search.
A business can rank well on Google and still be left out of the answer.
AI answers often surface only a small set of businesses. If you’re not one of them, you may be invisible at the moment the customer decides who to contact.
Traditional Search
- 1Lone Star Roofing
- 2Austin Roof Experts
- 3Your business
You rank #3 on Google
AI Answer
Who should I hire to replace my roof in Austin?
Recommended:
- 1Lone Star Roofing
- 2Austin Roof Experts
Your business is not mentioned
Improve your visibility
Want to become more visible in AI search?
We work with experienced AI-search specialists who help businesses improve their presence in the AI-search answers customers use.
Get connected with a trusted specialist.
FAQ
Questions, answered plainly
What is AI Visibility?
AI visibility is how often your business is named when someone asks an assistant a buying question — “who is the best roofer in Austin?”. Instead of a page of links, the customer gets a short answer naming a few businesses. Visibility measures whether you are one of them.
Which AI platform does QueryMirror analyze right now?
The current technical MVP uses OpenAI's Responses API with web search. The logo strip reflects where customers are moving, but the live report does not fake separate scores for Claude, Gemini, Perplexity, Grok or Copilot.
Is this the same as SEO?
Related, but not the same. SEO is about ranking in a list of links; AI visibility is about whether an assistant names you in its answer, which depends on your content, citations, reviews and how clearly your services are described. Good SEO helps but does not guarantee it.
How is the Visibility Score calculated?
We test six realistic buyer questions for your category and market, then combine recommendation coverage with typical ranking quality into a rounded 0–100 score. Treat it as a snapshot of AI visibility, not an absolute ranking of the internet.
Can QueryMirror guarantee that ChatGPT recommends my business?
No, and be careful with anyone who promises that. AI systems change often and their answers vary between users and over time. We measure how you currently appear and point to gaps — we cannot control what any AI system says.