DEV
What does AI say about you?

Know the story AI tells about you
and make it right.

Before a recruiter interviews you, before a client hires you, before an investor takes the meeting, AI is the first place people look. Run the free AI Mirror to see what AI says when someone checks your name, then fix what is wrong and watch it monthly for €99 per month.

A look in the mirror

Watch the mirror, claim by claim

Here is one worked example end to end: what AI says about a real founder, the parts it gets right and wrong, the correction, and the sources behind it.

Dmitrij Żatuchin

Founder & CEO, Rankfor · Tallinn

What do you know about Dmitrij Żatuchin?

The corrected answer

AI-generated, unverified
  1. Founder and CEO of Rankfor, an AI visibility company.True
  2. Connected to the Venture Café startup community.True
  3. A former Google engineer.Removed: there is no record of a Google engineering role.WrongFabricated. No source supports this.
  4. Based in Wrocław, Poland.Based in Tallinn, Estonia.WrongOut of date. Wrocław is a former base; the current one is Tallinn.

2 corrected, 2 kept. The mirror re-renders clean.

Dmitrij Żatuchin is the founder and CEO of Rankfor, an AI visibility company, and is based in Tallinn, Estonia. He is connected to the Venture Café startup community.

Where AI learned it

The sources behind the answer, split into pages you own and pages other people wrote about you.

Act on it

Once you know which source carries a wrong claim, Reputation Builder drafts a correction note to that source with your verified facts. You review it, then send.

Now hold the mirror up to your own name

That was one worked example. The free AI Mirror runs the same reading on you: what AI says when someone checks your name, how steady that answer is, and where it placed you on the Answer Map.

The honest reading

One screenshot is an anecdote. A hundred answers are a measurement.

AI answers move. Cited sources shift 56 to 74 percent week to week, and only 2.2 percent of citations survive three identical runs (Graphite, Kevin Indig, 2025 to 2026). So one check tells you almost nothing about your reputation, and a single flattering screenshot is the easiest thing to fool yourself with.

The Dice Roller asks the same questions about you many times and shows the full spread. You see the typical answer and the variance around it, so you read a real measurement, not one lucky shot.

The Dice Roller spread: one reputation question asked fifteen times, each answer a dot, with the spread showing how unsure AI is, a truth a single lucky or unlucky screenshot hides
The Answer Map, a 2x2 of how often AI names you against what it says when it does, with a person's dot placed in the Ghost quadrant: spoken well of when asked, never volunteered
Act 1: AI Mirror

See what AI says when someone checks your name

The free AI Mirror runs an AI reality check on your name: several reputation questions, each repeated many times, scored with the Rankfor Index. You see how often AI even knows you, what it says when it does, and how steady that answer is. The result card gives you a reputation score with its band, your Answer Map placement, the Dice Roller spread, and five pillar bars.

Most strong professionals land in Ghost: AI speaks well of them when asked, and never brings them up on its own. Being described well and being recommended are statistically unrelated (rho = +0.056, Rankfor research, 2026), so a warm answer is no proof AI volunteers you. Give your name, your LinkedIn or website, the language of the check, and your consent, and the mirror runs.

Act 2: AI Source of Truth

See where AI learned it, every claim with its source

The paid Source of Truth shows the evidence behind the mirror. For each thing AI claims about you, it gives the grounded answer with its citations resolved to real publisher domains, ranked by source quality, and split into what you own (LinkedIn, your site, your authored articles) versus what other people wrote about you.

87 percent of AI citations point to third-party sources (Profound, 2025), so your reputation lives in other people's buildings. A thin or absent owned profile leaves the machine guessing. Every claim row is labelled AI-generated and unverified, with a control to flag anything that looks wrong for correction.

The owned-versus-third-party split: how much of what AI knows about you comes from your own profiles you control versus other people's writing you do not, with each claim marked AI-generated and unverified
The monthly Answer Loop of Roll, Read, Repair, Repeat, re-scanning across a January-to-December timeline so you watch what AI says about you move month to month
Act 3: Optimize

Correct what is wrong and watch it move, monthly

Optimize turns the diagnosis into action you control:

  • Edit your canonical facts: role, company, bio, and your profile cluster across LinkedIn, X, your site, ORCID, and Crunchbase.
  • Publish a citable profile page AI assistants can read, with Person structured data and a stable bio URL.
  • Re-run the monthly Answer Loop, Roll, Read, Repair, Repeat, so you watch the picture move and the page updates only when content really changed.

Every claim needs a real, checkable source before it ships. No source, no claim. We never coach you to plant a story you cannot stand behind, and we report categorical progress in plain words, never a promised number.

The same mirror, held up to our team

Hover any face to watch it dissolve into the dot-matrix AI reads when someone asks about that person by name. The small favicons mark where that information comes from.

Pricing

Start free, then €99 per month

The AI Mirror is free, because the first look should cost you nothing. The monthly plan buys the loop: a one-time check is an anecdote, and the value is in watching the picture and moving it over time. Pay yearly for €796 and save 33%, about €66 a month.

AI Mirror

One reality check on what AI says about you, no card needed.

Free

No card needed.

  • One reputation scan at the exploratory tier (n=5)
  • Your reputation score with its band
  • Your Answer Map placement
  • The Dice Roller spread and five pillar bars
Most picked

Reputation Builder

See where AI learned it, fix what is wrong, and watch it monthly.

€99/ month
€796/ yearSave 33%about €66 a month

Billed monthly, cancel anytime. Pay yearly and save 33%.

  • Everything in AI Mirror
  • A rigorous-tier scan (n=15) for a steadier reading
  • The full Source of Truth: every claim with its source
  • The Optimize toolkit and a published, citable profile
  • The monthly Answer Loop, re-scanned and tracked

The AI Mirror is free and needs no card. Choose monthly at €99, cancellable anytime, or yearly at €796 to save 33%. Every claim we publish for you carries a real, checkable source.

FAQ

What is AI Reputation Builder?

AI Reputation Builder shows you what AI assistants say about you by name, where they learned it, and how to correct what is wrong. The free AI Mirror runs a reality check on your reputation; the paid plan adds the evidence behind it, the tools to fix it, and a monthly re-scan.

What does the free AI Mirror tell me?

The AI Mirror asks AI several reputation questions about you and repeats each one many times, so you see how often AI even knows you, what it says when it does, and how steady that answer is. You get a reputation score, your Answer Map placement, the spread across the runs, and the five pillar bars. Most strong professionals land in Ghost: spoken well of when asked, never volunteered.

Why run the questions many times, not once?

One prompt on one day is an anecdote; a hundred answers are a measurement. AI answers move week to week, so we show the sample size and the spread, never a single screenshot as proof. The Dice Roller is how we keep the reading honest: you see the variance, not a lucky or unlucky single shot.

How do I find out where AI learned what it says?

The paid AI Source of Truth shows the grounded answer for each thing AI claims about you, with its citations resolved to real publisher domains and ranked by source quality. It splits what AI knows into your own profiles versus other people writing about you, so you can see exactly where a wrong or thin story comes from.

How do I correct what AI gets wrong?

The Optimize toolkit lets you edit your canonical facts (role, company, bio, your profile cluster), publish a citable profile page AI assistants can read, and re-run the loop monthly to watch the picture move. Every claim needs a real source before it ships. No source, no claim, so the corrections stay accurate.

Is this SEO?

No. This is about your reputation and how visible you are to AI assistants, the place recruiters, clients, and investors now check first. We work on what AI says about you by name, not on where a web page ranks in a search results list.

Do you guarantee my score will go up?

No, and any vendor who promises a fixed number is guessing. We report categorical progress in plain language, for example AI now names you in the founder query where it did not before, and we show you the spread every month so you can judge the movement yourself.

What if AI says something false about me?

Every statement AI produces about you is labelled AI-generated and unverified, and we never present a hallucinated negative as fact. Each claim carries a flag control, so when something looks wrong you mark it for correction and we route it to the fix-and-takedown path in Optimize.

See what AI says about you

Run the free AI Mirror with your name and language, and read what AI returns when someone checks you.