AI Visibility Audit
Measure your brand's visibility across AI search platforms
What this is
Audits how discoverable a business is across AI search tools like ChatGPT, Gemini, Claude, and Perplexity, and gives a roadmap to improve it.
Our one-line summary — not the founder’s tagline.
- How it works
- Analyzes citation readiness, entity authority, and semantic signals against AI search platforms.
- Best for
- Businesses trying to understand why they don't show up in AI-generated answers.
What we measured
Nobody else publishes this — it comes from knocking on the door every day.
- Watched by us
- 5 days
- Last checked
- 1h ago
Where it shows up
Every group here is a page of its own — each one checked daily.
The numbersIs it still shipping, is it overpriced, where did it land — and what the price is built from.
League price & chart
No money. No seat. It goes on your record — and in 28 days reality settles it.
Calls are closed while we rebuild accounts. You can still read every one of them.
Analytics. Launched 5d ago on Product Hunt, picking up 6 votes. Today, it's live, but nothing on the site has changed since we started watching.
Quiet for 5 days — no penalty yet, but quiet doesn't stay free.
We check this site every day, ourselves. A founder can post “still working on it” — a claim like that doesn't price. What we price is what we can verify from the outside: evidence, not announcements. The real question isn't “will this be huge?” — it's “will they still be moving in four weeks?”
The market viewHow this launch is priced and ranked in our league — the investor side of the page.
ranked by the reality anchor, not the market price
It launched on Product Hunt with 6 votes.
No matter how much money goes in. There is no pump here — you can't make yourself right by buying more. The line only moves on things that actually happened: an award, revenue that grew, a new platform, code that shipped — or silence.
A launch that goes quiet eases down a little at a time — never a cliff you could have run from the night before.
Daily tracking just started for this launch — the first point is on the board. A second reading lands with tomorrow's run, and the curve builds from there.
How the launch is moving on its own board, day by day — the crowd's attention.
A flat line is normal: votes stop within a day or two of launch, on every board. What's unusual — and what actually counts — is a launch that keeps pulling votes long after its day is over.
About
AI Visibility Audit helps businesses understand how discoverable and recommendable they are across ChatGPT, Gemini, Claude, Perplexity, and other AI search platforms. It analyzes AI visibility, citation readiness, entity authority, semantic signals, GEO readiness, and provides a prioritized roadmap to improve AI discoverabilityFind out why your business may not appear in ChatGPT, Google AI, or other AI-generated answers. Diagnose website, content, authority, and technical visibility gaps.
Where it launched
1 platform| Platform | Votes | Counts toward price | Link |
|---|---|---|---|
| Product Hunt | 6 | sets the price | ↗ |
The board it did best on sets the price. Every other board only adds to it if the launch also placed high on that board too — because just showing up somewhere isn't an achievement. Listing on twelve directories is free; placing well on them isn't.
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