query_stats Free Personalized Report

Is ChatGPT recommending you — or your competitor?

Your buyers ask AI for recommendations now. Most businesses have no idea what the answer is. I'll check — with the same citation-monitoring system I run on my own site — and send you the results.

Free. No call. In your inbox within 2 business days.

Quick Answer

An AI visibility report shows whether AI engines like ChatGPT and Perplexity mention, cite, or recommend your business when buyers ask. As of 2026, AI assistants influence a growing share of buying decisions, yet most companies have never once checked what those engines say about them. This free report runs real buyer-style queries against live AI search, benchmarks you against up to 3 competitors, and identifies the 3 highest-impact gaps — delivered by email in 2 business days.

By Justin McKelvey — his own site is cited by name in Perplexity answers · Updated July 2026

What You Get

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Real answers, recorded — what ChatGPT-style engines and Perplexity actually say when buyers ask for businesses like yours

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Competitor benchmark — who's getting recommended instead of you, on which queries (up to 3 competitors)

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The 3 highest-impact gaps — prioritized fixes, not a 40-page PDF of everything

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Run by a practitioner — the same measurement system that earned my own site named citations in Perplexity

No spam. No sales call required. Unsubscribe anytime.

Justin McKelvey

Justin McKelvey

Fractional CTO · cited by name in Perplexity answers

How it works

01

You send your domain

Plus up to 3 competitors if you want the benchmark. Takes 30 seconds.

02

I run the queries

Real buyer-style questions against live AI search — the same system that monitors my own citations weekly.

03

You get the report

Where you show up, where competitors beat you, and the 3 fixes that matter most — in 2 business days.

Frequently Asked Questions

What exactly is an AI visibility report?
A personalized audit of how AI answer engines treat your brand. I run real buyer-style queries through the engines your customers use, record whether you're mentioned, cited, or recommended — and who gets recommended instead — then send you the results with the 3 highest-impact fixes, prioritized.
How is this different from an SEO audit?
An SEO audit measures whether Google ranks your pages. This measures whether AI assistants recommend your business when buyers ask for recommendations. The overlap is maybe 60% — sites that rank fine on Google are routinely invisible to AI engines because they're missing extractable answers, entity signals, and citation-worthy structure.
Is it really free? What's the catch?
Really free, no call required. The honest business model: some percentage of people who see their report will want the gaps fixed, and fixing AI visibility is literally my job. If that's not you, keep the report — it's yours.
How do you actually measure AI visibility?
With the same citation-monitoring system I run on my own site: scripted queries against live AI search APIs, recorded weekly. My own domain is cited by name in Perplexity answers for multiple frameworks I coined — the report applies that same measurement to your domain and your competitors.
What do I need to provide?
Your website, your email, and optionally 1-3 competitors you want benchmarked against. That's it — the report lands in your inbox within 2 business days.