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AI visibility, measured

See what ChatGPT, Google AI and Perplexity say about your brand

Track mentions, citations and competitors across AI answers. Know where you stand, and what to publish next.

Free GEO audit. No sign-up.

See the live demo

The demo shows real answers about one of our own products, collected weekly. Or see the plans: every AI engine from €29 a month

Brand visibility · CompanyData

Live demoLast 28 days
Visibility
26%
16 to 39%, 81 of 312 answers
Answers
312
12 prompts, 8 engines
Avg. position
#2.4
in 49 ranked answers

Visibility by engine, with 95% intervals

  • ChatGPT27%10/37
  • AI Overviews3%1/39
  • AI Mode0%0/40
  • Gemini8%3/37
  • Perplexity42%15/36
  • Claude29%12/41
  • Grok50%20/40
  • Bing AI Mode17%2/12

Your next opportunity

See which sources AI cites.

Real numbers from the live demo: CompanyData on 12 English prompts, 13 October to 9 November 2026.

Every AI engine we track, on every plan

  • ChatGPT
  • AI Overviews
  • AI Mode
  • Bing AI Mode
  • Gemini
  • Perplexity
  • Claude
  • Grok

Each prompt is checked on every engine your plan includes, in its own market. No per-engine add-ons, no credits.

Understand your visibility.
Find your next move.

From AI answers to clear next steps.

  • Brand visibility

    Demo data

    33%+12%56 of 170 answers

    60%40%20%0%
    Apr 1Apr 8Apr 15Apr 22Apr 29

    Track your mentions

    See when and how your brand appears across AI engines, with the sample size behind each number.

  • Sources and citations

    Demo data
    SourceCitations
    • Your site56
    • Competitor A34
    • Competitor B12

    See who gets cited

    Compare your citations, sources and competitors side by side, per engine and market.

  • Opportunities

    Example
    • Answer a buyer questionYour brand isn't mentioned in answers about pricing.High opportunity
    • Improve a cited pageA competitor is cited more often for this topic.Medium opportunity

    Find what to fix

    Get concrete opportunities: the pages to write and the sources to get onto.

How it works

From buyer questions to better decisions.

  1. 01

    Pick the prompts

    Enter your domain and we suggest the questions buyers ask AI about your category, and the competitors to track. Edit them or add your own, in any of 14 markets.

  2. 02

    Every engine answers

    Each prompt goes to ChatGPT, Google AI Overviews, Google AI Mode, Bing AI Mode, Gemini, Perplexity, Claude and Grok, weekly or daily. Every answer shows how it was collected.

  3. 03

    Read honest numbers

    Visibility, share of voice, rank and citation rate per engine and market, each with its sample size and a confidence interval.

  4. 04

    Know what to publish

    See the pages each engine cites for every prompt: yours, your competitors' and third parties like Reddit. That's your list of pages to write and sources to get onto.

From our own product

A great site can still be invisible to AI.

Asktopus, our own AI chatbot for websites, scored 91 of 100 in our GEO audit. Yet its first run found it in 0 of 110 AI answers, while its top competitor was named in 67% of them.

Read the Asktopus case study

The visibility gap

First run
answers named Asktopus
0 of 110
named its top competitor
67%
Asktopus0%
Top competitor67%

Measurement you can trust

Know what changed. See the evidence.

Visibility

Illustrative data

33%

56 of 170 answers

33%

26%40%

95% confidence interval

AI engines rarely give the same answer twice. Every rate shows the sample behind it, so a wobble never reads as a trend.

  • Real app answers

    We collect what the consumer apps show a logged-out visitor, from our servers. Where an app can't be read logged out (Claude, Grok) or we don't collect it yet (Perplexity), we use the official API and say so.
  • Clear collection methods

    Every answer is labelled ui, serp or api. Answers from different methods never share a trend line.
  • Confidence intervals

    Every rate comes with its sample size and a 95% confidence interval, so 2 of 6 never looks like a solid 33%.
  • Meaningful alerts

    You get an alert when a change passes a significance test, not every time a number wobbles.
  • No extension needed

    Nothing to install and nothing that stops when your laptop sleeps. Checks run on schedule, spread across the day.
  • No personal chat history

    Answers aren't shaped by your own ChatGPT history or account, so you see what a new buyer sees.
How we collect and measure

The GEO audit

Is your site ready for AI engines?

Find what stops AI engines from reading, understanding and citing your site. The audit reads it the way most AI crawlers do, without running JavaScript.

27 checks in 5 areas. Concrete fixes.

Free: your score and 12 checks. No sign-up.

AI readiness

Illustration
78/100
  • Access
  • Readability
  • Identity
  • Content
  • Presence

Top opportunity

Add clear answers to your key pages

Pricing

Every engine. A plan for your pace.

Pay for prompts, not credits.

Compare plans

Starter

€29/month

First month €9, then €29 a month

  • 25 prompts
  • 1 project (brand)
  • All 8 AI engines
Choose Starter

Pro

Recommended

€99/month

First month €9, then €99 a month

  • 60 prompts
  • 3 projects (brands)
  • All 8 AI engines
  • MCP server and REST API
Choose Pro

Agency

€249/month

First month €9, then €249 a month

  • 150 prompts
  • 25 projects (brands)
  • All 8 AI engines
  • MCP server and REST API
Choose Agency

First month €9, then €29/€99/€249 a month. Cancel any time.

Prices exclude VAT. Tracking starts with a paid plan.

Good questions

A little more clarity.

What to know before you start.

Explore the docs

What is an AI visibility tool?

An AI visibility tool checks what AI answer engines say when people ask about your category. sirefs asks ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Claude and Grok your buyers' questions and records whether your brand is mentioned, where it ranks, which competitors appear instead and which pages are cited.

Which AI engines does sirefs track?

ChatGPT, Google AI Overviews, Google AI Mode, Bing AI Mode, Gemini, Perplexity, Claude and Grok, all on every plan.

How do you collect the answers?

Our servers collect the answers the consumer apps give a logged-out visitor, through data vendors, with no personal account and no chat history. AI Overviews and AI Mode come from Google's results pages. Claude and Grok can't be read logged out, so we use their official APIs and label those answers api. Perplexity comes from its official API too, labelled api, until we collect its app.

What is GEO?

GEO, generative engine optimisation, is the work of making a brand show up in AI answers: letting AI crawlers read your site, making pages easy to quote, and getting onto the sources the engines cite. The free GEO audit shows where your site stands.

Why do your numbers come with intervals?

AI engines rarely give the same answer twice, so one answer says little. sirefs samples each prompt over time and shows every rate with its sample size and a confidence interval. If visibility moves from 40% to 33% on fifteen answers, the intervals show it's noise. Alerts fire only on changes that pass a significance test.

Can sirefs guarantee my brand shows up in AI answers?

No. AI engines choose their own sources, and no tool can guarantee a mention, a citation or traffic. sirefs measures where you stand, tells you when that really changes, and shows what the engines cite, so you know what to publish.

What counts as a prompt?

A prompt is one question in one market, for example "best AI chatbot for a webshop" in the United Kingdom, in English. Each prompt is checked on every engine your plan includes, at your plan's frequency. There are no credits and no per-engine multiplier.

Is there a free plan or a free trial?

No. The free GEO audit shows how ready your site is for AI engines, and the live demo shows the full dashboard on a real project, our own product CompanyData. Tracking AI answers starts with a paid plan: the first month of any monthly plan is €9, then Starter is €29 a month, and you can cancel any time.

Can I track other countries and languages?

Yes. Every prompt carries a market: a country and a language. You can track prompts in 14 markets, including the United States, the United Kingdom, Germany, France, Spain and the Nordics, and local competitors and sources show up in the results.

Know where your brand stands.

Start with a free GEO audit. Track what AI says next.

No sign-up. Plans from €29 a month.