All modules
Beta

AI Visibility

Mesure si les moteurs de recherche IA citent ta marque, et face à quels concurrents.

When a prospect asks an AI search engine, does your brand show up in the answer? AI Visibility tracks your prompts, probes the engine and gives you a presence score, citation detection and a ranking of your competitors.

Create my workspace

Free plan. 60 seconds. No CC required.

What it does for you

  • Search does not stop at Google anymore. A growing share of queries goes through AI engines that answer in one synthesis, with a few brands named and a few sources cited. If you are not in that answer, you are invisible to that prospect. AI Visibility measures exactly that: your presence in AI answers, prompt by prompt.
  • You declare your brand identity (name, variants, domains), the real questions your prospects ask and your known competitors. The hub queries an AI search engine on each prompt, several times, then detects whether you are named, whether one of your domains is cited as a source and at which rank. It all aggregates into a score from 0 to 100.
  • AI answers are non-deterministic: the same prompt can name you one time out of two. So each prompt is probed several times and aggregated into rates, with a stability flag. An unstable signal is shown as uncertain, not as a fact, so the dashboard does not flip from one week to the next.

How it works

Brand profile

You set what counts as "you" in an AI answer: your official name, its variants, your sites. Your sites help spot when an AI cites you as a source, not only when it names you. You also set your market's language and reach: local, national, international.

  • Official name and variants (an abbreviation, another spelling)
  • Your sites, to spot when you are cited as a source
  • Market language and scope
  • Quick setup: paste your site address and a draft profile is proposed

Tracked questions

A tracked question is a real question a client asks an AI, one where you want to show up. Each question has an intent type, so you see where you are strong and where you are missing. You write them yourself or let them be suggested from your profile.

  • Types: understanding, benefits, comparison, pricing, alternatives
  • Suggestions from your profile, with no duplicates
  • Each question can be switched on or paused without being deleted

Mention, citation, score

For each question, two things are measured. The mention: your name appears in the answer. The citation: one of your sites is given as a source. Being cited counts more than being named. The overall score, from 0 to 100, combines both across all your questions.

  • Mention rate and citation rate per question
  • Where your name shows up, on average
  • A result is marked uncertain when the answers disagree

Competitor ranking

On every analysis, the competitors named in the answers are picked up. The ranking orders them by how many questions they appear in. You see at a glance who takes the spot on your questions.

Trend and automatic scan

Results build up week after week over twelve weeks, overall and question by question. An analysis runs on its own at most once a week, with a capped cost. A question whose result does not move is checked less often. You can also start an analysis by hand.

  • Twelve-week trend, overall and per question
  • Weekly automatic scan, with a capped cost per run
  • Stable prompts are checked less often, to keep cost down
  • On-demand analysis, in one click
semaine 1semaine 12

Example series. One bar per week, twelve weeks back.

Connected to

studioLe contenu publié via Studio nourrit ce que les moteurs IA voient de toipagesLes articles de blog dans Pages sont les sources que les IA peuvent citeranalyticsComplète le référencement classique suivi dans AnalyticsbusinessLe profil de marque part de l'identité définie dans Business

Try AI Visibility in Freelance OS.

Free plan, no card. Test the module in real conditions.

Create my workspace

Free plan. 60 seconds. No CC required.