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Free AI visibility audit: who the answers name instead of you

Yes, you can run one now. The free audit asks four AI engines eight buying questions about your category and shows who they name instead of you, which pages they lean on, and what the crew would do first. No account is needed, and the report lives at its own unlisted link.

Free · No account · The report lives at an unlisted link

attensira.comChatGPT and Perplexity · 2 of the audit's 4 engines

“best AI search visibility tools”one question of 61 · 30 days

  • ChatGPTnamed us in 0 of 57
  • Perplexitynamed us in 0 of 55
  • Named insteadSemrush · 86 of 112
Across all 61 questions we trackNamed Attensira4.4% of 4,524 answers
Our own workspace, read over the Attensira MCP on 4 Oct 2026 · 30 days to 4 Oct 2026, 23 of 31 days read

What does the audit ask, and how?

Four steps, and you see the questions before anything is read.

  1. 01

    We work out what you sell

    From your domain: your category, your closest competitors, and the eight questions a buyer types before choosing between you.

  2. 02

    You edit the questions

    We propose eight, at least three implementation-shaped ("how do I…", "X vs Y"): what buyers ask close to choosing. Change, delete or add your own, up to eight. Nothing is read until you say go.

  3. 03

    We ask four engines, with web search on

    ChatGPT, Perplexity, Claude and Google AI: every question, on every engine. We keep each answer verbatim, so every number has a receipt behind it.

  4. 04

    We show you who won and why

    Which brands got named, in what order, and which pages the assistants built the answer from, your own included.

The questions we will ask8 of 8 · editable
  1. 1best AI search visibility tools
  2. 2free AI visibility checker
  3. 3AI search visibility software
  4. 4how to block AI crawlers in robots.txthow / vs
  5. 5how to see which AI bots crawl my websitehow / vs
  6. 6GEO agency vs GEO softwarehow / vs
  7. 7alternative to hiring a GEO agency
  8. 8AI visibility tool that implements fixes automatically
  9. Add a question
Example of the step · eight questions our own workspace tracks

What is in the report?

Every figure carries the number of answers behind it, and nothing that was not measured is drawn as a zero.

  • Where you stand

    The share of answers that name you, your average position among the brands named, and the number of answers behind both.

  • Broken out by intent

    One overall figure hides the finding. A brand that owns one category and loses another has an average that describes neither.

  • Who wins each question

    Every prompt, every assistant, and the brands each answer named in the order it named them.

  • The pages behind the answers

    Which sites the assistants cited and, for your own pages, whether the answer citing them then recommended you.

Answer · Perplexityasked

Question: free AI visibility checker

Perplexity answered: AI visibility checkers show how often and where your brand is cited by AI systems, including mentions in responses from major models and engines. They provide a visibility score and suggested fixes to improve citability.

Sources cited

  1. 1ahrefs.com
  2. 2arobis.ai
  3. 3semrush.com
  4. 4frase.io
  5. 5seocrawl.ai
  6. 6reddit.com

Not namedAttensira is missing from this Perplexity answer.

Researcher agentResearcher · Logged it as a lossStored answer from our workspace, read over the Attensira MCP ·

One stored answer from our own workspace. The report keeps every answer like it: the engine's words, the pages it cited, and whether you were named.

What does one email address unlock?

The verdict is public. One email field opens the two parts you would act on. This is the first, from our own report.

  • The deciding-sources map: for each question you lost and each engine, the pages that decided the answer, whether you are on them, and the next move
  • One passage of your own page, rewritten beside the original, each change labelled safe or claim; refused if the passage is not on the page as we read it
  • Nothing is changed on your site. You copy the text or share the report.
Citation sharen=2,115 citations
ChatGPT · “best AI search visibility tools” · 57 answers · to
NameCitation share
peec.ai · competitor18.1%
otterly.ai · competitor17.4%
kitbase.dev3.0%
ayzeo.com3.0%
aiattention.ai2.7%
attensira.comyou0.0%
Researcher agentResearcher · Mapped the deciding sourcesOur own workspace, deciding sources over the Attensira MCP ·

What did it find when we pointed it at ourselves?

Our own workspace, read over 30 days across 61 questions, published zero included. It is the tracking a plan runs, not the audit's one pass; this is our before, and no change is proven yet.

named by ChatGPT
4.2%
n=2,349 answers
named by Perplexity
4.5%
n=2,175 answers
linked to attensira.com as a source
5.3%
n=4,524 answers
attensira.com workspace, Attensira MCP · to

How far can you trust one audit?

As far as its sample size. The report says how big that is next to every number.

Is one pass enough?
It is a snapshot, not a trend. Each engine answers each question once, so a small gap between two brands sits inside the noise and the report will not call it a difference.
Is it what a person sees?
The engines are read through their APIs with web search on. That is close to, but not the same as, the consumer apps, and the report labels which one you are reading.
Who sees my report?
Anyone you send the link to. Reports are not listed anywhere and carry noindex; there is no directory of audited domains.
What about competitors it names?
Their names appear only as the engines wrote them. Every report carries a takedown link, and a person answers it.

Questions about the free audit

Can I get a free AI visibility audit?
Yes, you can run one now. The free audit asks four AI engines eight buying questions about your category and shows who they name instead of you, which pages they lean on, and what the crew would do first. No account is needed, and the report lives at its own unlisted link.
Is this really free?
Yes, and there is no account to create. Enter a domain and the report is generated and published at its own link. You can share that link with anyone.
How do you measure visibility?
Visibility is the share of assistant answers that name your brand, out of the answers that came back. It is a rate, not a share of a total, so several brands can be high on the same answer and the column does not add up to 100%. Every figure on the report carries the number of answers behind it.
Which assistants do you ask?
ChatGPT, Perplexity, Claude and Google AI, through their APIs with web search enabled. They are the four engines a Starter subscription reads, so the verdict here is the verdict your first paid reading re-produces rather than a different measurement with the same name. The report says so next to the headline. That is not identical to what a person sees typing into the products themselves (different versions, different retrieval), and the two should never be averaged, which is why we label which one you are reading.
How reliable is a free audit?
It is a snapshot, not a trend. We ask each question once per assistant, so a small gap between two brands is inside the noise and the report will not call it a change. Anything it does claim, it shows you the evidence for.
How often is it refreshed?
A finished report stands for 30 days. Opened after that, it is shown with its date while a new run replaces it at the same link. If a run fails, or stops making progress for 90 minutes, entering the same domain again starts a new run.
What do you do with my email?
It unlocks two more things on the same report: the deciding-sources map for each question you lost, and one rewrite of one of your own pages. If you give it with the domain, we also send one email when the report is ready, with its link. Asking for a report does not sign you up for a newsletter. The verdict is public without it.

Then let the crew work the map.

A workspace asks your questions every day, not once, and the crew does the work the map calls for. Each piece waits for your yes.

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