Floyi 2.16.0

The AIRS Analyzer now names every brand the AI answers talk about, and your first Topical Authority scorecard is free

Two things in this release. AIRS stops reporting only on you and starts reporting on the whole field: every brand, company, product and publisher the AI answers name, ranked by how many engines named them, with the stance each engine took and the quote behind it. And your first Topical Authority calculation now costs no credits, built from search results your clustering run already collected.

Watch the Floyi 2.16.0 walkthrough:

🔎 AIRS Analyzer: Brand & Entity Landscape

Knowing an AI engine left you out is half an answer. The other half is who it named instead, how it framed them, and in what words. AIRS now reads every AI answer for the entities it actually names: brands, companies, products, people, publishers. Those roll up into one table across every engine that responded. Your brand sits in that table with everyone else, so your position is a row comparison rather than a standalone verdict.

AIRS Brand and Entity Landscape table showing 69 entities across 8 responding AI engines, each row listing entity type, how many engines named it, total mentions, primary stance and sentiment
Sixty-nine entities across eight responding engines, ranked by how many named each one
  • Every named entity, ranked by engine coverage — how many of the responding AI engines named each one, total mentions across all answers, and what type of entity it is.
  • Stance and sentiment, tracked separately — recommended, conditionally recommended, compared, mentioned, cited as an authority, or criticized, alongside the tone. An engine can describe you warmly and still recommend a competitor, and that is a different problem from being ignored.
  • Evidence on every row — expand an entity and each engine gives you its stance, its sentiment with a confidence figure, its mention count, and the line from its answer that proves it. Nothing in the table is a claim you cannot trace.
  • Sort and filter — sort on entity, type, engine count, mentions, stance or sentiment, and filter the table down to one entity type or one stance.
  • Every engine shows its own list (below image) — open any engine's answer on Tool Results and you get a sortable table of the entities that engine named, with its stance, sentiment, mention count and the supporting quote on every row.
  • Older reports can catch up — click Regenerate on the report and Floyi extracts the landscape from the answers already saved with it. No engine is queried again.
Response Entities table inside one AI engine's answer, listing each named entity with its type, stance, sentiment, mention count and a supporting quote from the answer text
Every engine carries its own entity list, with the quote that proves each stance

🚀 Topical Authority: Free First Calculation

Finishing a topical map used to leave you at a wall: the Scorecard and Planner stayed empty until you ran a full SERP and AI visibility refresh. That first calculation is now free. Floyi reuses the search results it already gathered while clustering your keywords, so you land in Topical Authority with the same Scorecard, competitor leaderboard and Start Here recommendations.

  • No credits, no SERP refresh — your first Coverage, Visibility, Share of Voice and Topical Authority Score come from data you already paid for during clustering.
  • Start Here is populated on arrival — the ranked list of what to write first is ready the moment the calculation finishes, so you can go straight from map to brief.
  • AI Visibility — There will be no AI Mode, ChatGPT or Gemini responses at this point. If you want AI visibility data and AI Authority scores, you'll need to run a full refresh.
  • Available for newly mapped brands. Maps mapped before this release do not have the search depth the free calculation needs, so they continue to start with a SERP refresh as before.

🛠️ Performance Improvements & Fixes

  • Various performance improvements and bug fixes across the platform.