Venoh AI

GEO / AEO diagnostics for B2B companies

Make your company easy for AI to find, understand and cite.

Venoh AI is an AI search visibility diagnostic for B2B companies. We put the questions your buyers ask to ChatGPT, Perplexity, Gemini and Claude, show you who gets cited instead of you and why, and give you a prioritized list of fixes with the content and markup ready to use.

Get your AI check: $189 See exactly what it checks
4 engines · live web searchIllustrative example
Which vendors should we shortlist for [your category]?
  • ChatGPTNot named
  • PerplexityCited [1]
  • GeminiNot named
  • ClaudeNamed
Named instead: Rival A ×3 · Rival B ×2Q1 of 3
  • ChatGPT
  • Perplexity
  • Gemini
  • Claude
  • Live web search
  • 20 buyer questions
  • Checked against your own pages
  • Ready-to-paste schema
  • PDF by email

The diagnostic

Everything AI says about you. In one report.

Who the engines name, who they name instead, and exactly what to change on your own pages.

AI visibility report · example.comIllustrative layout
Named in answers
  • ChatGPT3/30
  • Perplexity6/30
  • Gemini2/30
  • Claude4/30
Who AI names instead
  • Rival A18
  • Rival B11
  • Rival C7
  • You4
Fix list, in order
  1. 1Let AI crawlers read /pricing
  2. 2Add FAQPage schema to /pricing
  3. 3Publish a comparison page
  4. 4Correct the founding year listed elsewhere

  • Ask the engines

    20 buyer questions, four AI engines.

  • Count who shows up

    Your share of voice, and who is named instead.

  • Check your facts

    What AI says about you, against your own pages.

  • Hand you the fixes

    Prioritised, with markup and copy ready to paste.

Our September 2026 study

Most B2B companies are invisible to AI.

of 101 B2B companies were never cited by AI for their own category
88.1%
of 311 buyer questions cited the company's own site
5.5%
of 103 sites declared FAQPage structured data
18.4%
of 103 sites declared no structured data at all
49.5%

Counted by script from our own research runs, not estimated. Method and limits in the full study.

How it works

How the diagnostic works

Four steps, all based on your real public pages. The full detail, including the limits, is on the methodology page.

  1. 1

    Ask the engines

    We write 20 questions a buyer in your category would ask, without naming you, and put each to ChatGPT, Perplexity, Gemini and Claude with live web search.

  2. 2

    Count who shows up

    How often you are named or cited on each engine, which competitors appear instead, and which third-party pages the engines rely on. All tallied by software, not estimated.

  3. 3

    Check your site and your facts

    Whether AI crawlers can read your site, what structured data and FAQ content it has, and whether the engines describe your company accurately, checked against your own pages.

  4. 4

    Hand you the fixes

    A prioritized fix list tied to what we measured, plus FAQ answers drafted from your own pages, ready-to-paste structured data and comparison page outlines, in a PDF by email.

Every finding says how it was determined

Illustrative example of the format
  • OBSERVEDThe homepage declares Organization and WebSite schema but no FAQPage markup, although a question-and-answer section is present.
  • INFERREDThe main buyer appears to be a finance team, based on the wording of the services page.
  • NOT_CHECKEDWhat AI assistants currently say about the company was not tested.

Why it matters

Search is splitting in two.

When a buyer asks an AI assistant which suppliers to consider, the assistant does not show ten links to scan. It writes one answer, drawing on pages it was able to find and read. Whether your company is in that answer, and described correctly, depends on things you can actually inspect: can crawlers reach your pages, is the content in the HTML, are your facts clear and consistent, is there structured data that matches the page, and which other sites describe your category.

That is what GEO (and its older sibling AEO, answer engine optimization) is about. It sits alongside SEO rather than replacing it. Read the full explanation in What is GEO?, or how it differs in GEO vs SEO.

  • Crawlers can reach the page
  • Content is in the HTML
  • Answers are direct and quotable
  • Structured data matches the page
  • Facts are consistent everywhere
  • Others independently agree
Illustrative exampleNot a real AI response
Which suppliers should we shortlist for [your category]?

Three options come up. Example Co is described as specializing in [what it does] for [who it serves]1, with published pricing from [amount]2.

Sources
  1. 1 examplecompany.com/services
  2. 2 examplecompany.com/pricing

Whether a company is one of those sources depends on things you can inspect. It is never something anyone can guarantee.

Compare

How Venoh AI compares

Monitoring tools tell you where you stand. Venoh AI tells you what to change on your own pages, and can make the changes for you.

AI-visibility monitoring toolsVenoh AI
What you getA dashboard of prompts, mentions and citations over timeA one-time diagnostic: who AI recommends instead of you, and why
Tells you what to fix on your pagesVaries; some tools are monitoring onlyYes: a prioritised, page-level fix list
Every finding backed by evidenceNot usually statedYes: each statement is checked against your own pages and the AI answers
Does the fixing for youNo: you or your agency do the workListings kept current on the monthly upkeep
Price modelSubscriptions, e.g. Otterly from $29/mo, HubSpot AEO from $45/mo, Profound from $99/mo (annual), AthenaHQ from $295/mo$189 once for the check; ₹4,999/month upkeep (about $52)

Competitor prices: DataDab comparison, Aug 2026. Vendors change prices often; check their sites. Full comparison on the comparison page.

Pricing

Two offers, priced openly

One time

AI Visibility Check

$189one time (₹18,990 in India)

Your buyers' questions on four AI engines, competitor share of voice, an accuracy check of what AI says about you, AI crawler access, and a prioritized fix list with ready-to-use content and markup. PDF by email. No obligation to continue.

Get your diagnostic
Ongoing

Monthly upkeep

₹4,999per month (about $52)

The same 20 questions re-tested every month on the same four engines, a note on what moved, and your listings kept current so AI keeps naming you. Cancel anytime.

See what's included

See exactly what is and is not included on the pricing page, and how a diagnostic differs from monitoring tools on the comparison page.

Limits

What we do not do

Being precise about limits is part of the method. If a provider cannot tell you what they will not do, be careful.

  • Guarantee that any AI engine will cite you or rank you. Nobody can.
  • Track AI answers continuously. The engine test is a dated snapshot; a monitoring platform is the right tool for ongoing tracking.
  • Test engines without a public API, such as Meta AI or Microsoft Copilot. The report names exactly which engines were tested.
  • Analyse backlinks or domain authority.
  • Invent testimonials, case studies or statistics. You will not find any on this site.
  • Ask for logins, passwords or CMS access.

Free guides

Learn how AI answer engines choose sources

Free, plain-English guides, including what is still uncertain.

Also: the glossary of 31 terms, about Venoh AI.

FAQ

Frequently asked questions

What is Venoh AI?

Venoh AI is an AI search visibility diagnostic for B2B companies. It measures how often your company is named or cited when buyers ask AI engines such as ChatGPT, Perplexity, Gemini and Claude about your category, who appears instead, and what to fix, and delivers the result as a PDF report by email.

What is GEO/AEO?

Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) are about how your company shows up when someone asks an AI system such as ChatGPT, Perplexity, Gemini or Claude a question your buyers would actually ask. It is a different discipline from traditional search: these engines read your pages for structured, extractable, citable facts, not just keywords.

What exactly do I get in the diagnostic?

A PDF report with: 20 of your buyers' questions asked to ChatGPT, Perplexity, Gemini and Claude with live web search; how often you were named or cited on each engine; which competitors appeared instead and their share of voice; which pages the engines cite in your category; what the engines say about your company, checked against your own site; whether AI crawlers can read your site; a prioritized fix list; and FAQ answers, structured data and comparison page outlines ready to use.

How long does it take?

The diagnostic is automated. After payment you get a confirmation straight away, and the report arrives at the same email address when it is ready, normally within a few business days at most.

Do you guarantee my company will be cited by ChatGPT or other AI tools?

No, and we will not tell you otherwise. No one can guarantee a specific AI model's output. What we do is show where you stand today and which concrete, verifiable gaps make it harder for AI engines to find, trust and cite you.

Does the diagnostic test what ChatGPT or Perplexity say about us?

Yes, as a dated snapshot. 20 buyer questions go to ChatGPT, Perplexity, Gemini and Claude with live web search, and we also ask them directly about your company and check what they say against your own website. The report names exactly which engines were tested and on what date.

Is this a one-time thing or ongoing?

Both are available. The check is a one-time report at $189 (₹18,990 for companies in India). Monthly upkeep at ₹4,999 (about $52) re-tests the same questions every month and keeps your listings current. There is no obligation to continue past the check.

Do I need to get on a call?

One short one. A 15-minute call walks you through your first results and answers your questions, then we send the payment link and the report arrives as a PDF by email. You can also use the contact form.

Get started

Find out what is getting in the way.

Send your website address and a line about what you sell and who buys it. You will get a reply with next steps within one working day.

Contact us See pricing