Stage 1 · Audit
When someone asks ChatGPT or Gemini “what's the best {your category}?”, an answer comes back with names in it. If yours isn't one of them, you didn't lose a click — you lost a buyer who never knew you existed.
You can't fix what you can't see. The audit shows you exactly where you're missing, who's recommended instead, and the answers still up for grabs.
Free — no credit card · results in under 60 seconds
Example answer outcome
Buyer question
“best {your category}for mid-market teams”
Audit result
Lost recommendation opportunity
Real audit excerpt
The audit is not a dashboard. It is a controlled evidence file: the questions buyers ask, the answers AI gave, who won them, and what to fix first.
This is from the published QueryArc Diagnostic for Intercom vs Zendesk, Freshdesk, and Help Scout. Yours uses your category, competitors, buyer questions, and the same traceable method.
How the audit works
Then I show you the answer, the score, and the business consequence. No dashboards to learn, and no claim without the evidence behind it.
I do not report visibility as a vanity mention count. The audit separates mentions, endorsements, first-place recommendations, competitor wins, and missing answers.
10 high-intent buyer questions for your category — the real ones people type before they choose — run across all 5 assistants (ChatGPT, Claude, Gemini, Perplexity, Grok), 3 times each.
So you see what your customers actually see when they ask AI who to pick — not a guess.
Rule-based scoring, not opinion: are you mentioned, endorsed, ranked #1, or missing? Every competitor mention is logged with the exact answer it came from.
So you know precisely where a competitor is being handed the buyer you should have won.
Questions where AI names no brand at all — unclaimed answers sitting in the open.
So you can move first, before a competitor takes the recommendation for free.
Want the full rigor — how scoring, runs, and recipes work? Read the methodology →
The honest part
Nobody can guarantee what an AI assistant will say tomorrow. QueryArc is built around a more useful standard: controlled runs, visible answers, and a plain diagnosis of what is actually happening.
What the audit proves
What it does not promise
What you get
AI Visibility Diagnostic
$199
Know exactly where you're losing buyers
I built this to answer one question plainly: are AI assistants helping buyers find you, or handing them to someone else? If the report is unclear, reply and I'll walk you through it. You get the person who ran the audit, not an account manager.
The free audit is a quick snapshot. The Diagnostic is the controlled evidence file.
Private report
Your audit is not published or used as a case study without permission.
No ranking guarantees
We show what moved and what did not. We do not pretend to control AI outputs.
Stored run recipe
The same setup can be re-run later so progress can be checked cleanly.
Credit forward
The Diagnostic is credited toward a Blueprint or Sprint within 14 days.
One loop · three stages · enter anywhere
Stage 1 · you are here
Audit
Find the gap
↻ Monitoring keeps finding new gaps — the cycle repeats, so you keep winning. Whatever you've paid carries forward within 14 days.