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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.

What it does for you

How it works

Brand profile

You configure what counts as "you" in an AI answer. The canonical name, accepted variants, and your domains. Domains are used to detect a citation as a source, not just a name mention. You set the market language and its scope (local, national, international).

  • Canonical name and aliases (an abbreviation, a different spelling)
  • Owned domains, to detect a citation as a source
  • Market language and scope
  • Auto-config: paste your site URL and the hub drafts a profile

Tracked prompts

A tracked prompt is a real question a prospect asks an AI, one you want to show up on. Each prompt carries an intent category, which tells you where you are strong or absent. You can write them by hand, or let the hub generate them from your profile and market.

  • Categories: understanding, benefits, comparison, pricing, alternatives
  • Assisted generation from the profile, deduplicated against existing prompts
  • Each prompt can be toggled on or off without deleting it

Mention, citation, score

For each prompt, the hub separates two things. Mention: your name appears in the answer. Citation: one of your domains appears as a source. Being cited as a source weighs more than being simply named. The overall score (0 to 100) combines the mention rate (weight 0.6) and the citation rate (weight 0.4), averaged over all your prompts.

  • Mention rate and citation rate per prompt
  • Average rank of the first mention, a salience proxy
  • Stability flag: shown as uncertain when the runs disagree
/ai-visibility

Question asked to an AIWhich tool should a freelancer use to run their business?

  1. 1 Brand A cited as source
  2. 2 Freelance OS cited as source
  3. 3 Brand B
  4. 4 Brand C
  5. 5 Brand D

Position 2 of 5 cited brands. Name mentioned and domain used as a source.

Switch question to see who gets cited and where you land.

Competitor leaderboard

On every scan, the hub picks up the known competitors named in the answers. The leaderboard ranks them by how many prompts they appear in. You see at a glance who captures AI visibility on your questions, and where you are getting beaten.

Trend and automatic scan

Measurements accumulate over twelve weeks, as a weekly series, with a per-prompt breakdown. A scan runs automatically: each workspace is re-probed at most once a week, with a per-run cap to bound the cost. A prompt whose result is stable is only re-probed beyond three weeks, since a stable result does not move. You can also trigger a manual scan, which runs in the background.

  • Twelve-week trend series, global and per prompt
  • Weekly automatic scan, cost bounded per run
  • Stable prompts probed less often, to save cost
  • Manual scan on demand from the hub

Connected to

studio Le contenu publié via Studio nourrit ce que les moteurs IA voient de toipages Les articles de blog dans Pages sont les sources que les IA peuvent citeranalytics Complète le référencement classique suivi dans Analyticsbusiness Le 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.