Venoh AI
AI visibility audit: see how ChatGPT, Perplexity, Gemini and Claude answer your buyers
Last updated October 31, 2026
An AI visibility audit answers one question: when your buyers ask AI assistants about your category, are you in the answer? Venoh AI measures it on four engines, shows who is winning instead and why, and gives you the content and markup to fix it.
What the audit measures
| Measure | How it is measured |
|---|---|
| Visibility per engine | 20 buyer questions put to ChatGPT, Perplexity, Gemini and Claude with live web search. You count as visible when an answer names you or cites your site. |
| Who appears instead | The companies named or cited in the same answers, their share of voice, and which questions each one wins. |
| Where the engines get their answers | The most-cited pages in your category, marked as competitor, review or list site, or publisher. |
| Accuracy | We ask the engines about your company directly and check each factual statement against your own website. |
| Can AI read your site | robots.txt rules for 13 AI crawlers, llms.txt, sitemap, FAQ content, structured data and how much of your homepage is readable without JavaScript. |
Category questions never name your company, so the test is not biased toward you. Every count is tallied by software from the raw answers, and the written findings are checked against the evidence by a separate model before the report is sent. The full method is on the methodology page.
What you receive
- A PDF report with your AI visibility score, per-engine results, competitor share of voice and a question-by-question grid.
- A prioritized fix list, each fix tied to something measured (a question you lost, a page competitors rely on, a blocked crawler, an inaccurate statement).
- FAQ answers drafted only from facts on your own pages, with the source page for each.
- Organization and FAQPage structured data ready to paste into your site.
- Outlines for comparison pages against the competitors that appear most.
Price and how to start
Priced per company, depending on how many buyer questions, engines and markets you need. To start, book a 15-minute call: we understand your business and send a quote, and the report arrives by email. No logins, no CMS access. See pricing.
What it does not do
- Guarantee citations or rankings. Nobody controls what an AI engine says.
- Track answers over time. It is a dated snapshot; see monitoring tools vs a diagnostic.
- Test engines with no public API, such as Meta AI or Microsoft Copilot.
Frequently asked questions
What is an AI visibility audit?
An AI visibility audit measures how often and how accurately your company appears when buyers ask AI assistants such as ChatGPT, Perplexity, Gemini and Claude about your category, who appears instead, and what is stopping you from being cited.
How much does Venoh AI's AI visibility audit cost?
It is priced per company, depending on how many buyer questions, engines and markets you need. Use the [contact form](/contact) and we send a quote within one working day. It is delivered as a PDF by email.
Which AI engines does it test?
ChatGPT, Perplexity, Gemini and Claude, each with live web search. The report names exactly which engines answered and on what date.
Want this checked on your own pages?
The Venoh AI diagnostic reviews your real pages and labels every finding by how it was determined. Send us your website address and a line about what you sell.