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Glossy Data

Vendor index · method v1.0

Which AI visibility vendors does AI recommend?

We measure how often AI engines name each AI visibility and GEO vendor, Glossy Data included, when buyers ask questions that name no one. This page sets out the method, published before the first run. There are no results yet, so there is no ranking.

Status: not measured yet
Illustration

01 · Results

No results yet

Results appear once the panel has run enough times.

Results appear once a market has passed the Index entry gate (at least 3 runs). Until then this page shows no scores or positions for anyone, including us.

02 · Who

Who we measure

  • Profound
  • Bluefish
  • Brandlight
  • Evertune
  • Scrunch
  • Peec AI
  • Conductor
  • BrightEdge
  • Glossy Data(publishes this index)

Names are trademarks of their owners, shown in plain text. Inclusion says nothing about quality: it means buyers compare these vendors.

03 · How

How we measure

Questions
12 buyer questions per language (listed below), none naming Glossy Data, the same for every vendor
Engines
ChatGPT, Google AI Overviews, Google AI Mode and Gemini
Markets
United States (English), United Kingdom (English) and Germany (German)
Cadence
One run every 10 days, 3 runs a month
Sample
About 144 answers per market a month (questions × engines × runs)
Metric
Mention rate: the share of answers that name the vendor, with its 95% interval and the number of answers behind it
Matching
Each vendor's name as the AI Recommendation Index extracts it, matched by one rule for every vendor
Order
By mention rate. Where two vendors' intervals overlap, the order between them isn't meaningful
Publication gate
The Index entry gate: at least 3 runs, 3 engines, 8 questions and 60 answers, sampled in the last 35 days

04 · Published

What we'll publish

  • Each vendor's mention rate, its 95% interval and the number of answers behind it, by engine and market.
  • The date window, the number of runs and the method version.
  • The full question list, as below.
  • The data as a CC BY 4.0 CSV.
  • Changes since the previous window, only where they are bigger than normal variation.

05 · Conflict of interest

We're in it, so here are the rules

  • Glossy Data publishes this index and is one of the vendors measured.
  • The questions were fixed and published before the first run. Changing one means a new method version, announced here.
  • We're measured with the same questions, engines and extraction as everyone else.
  • We publish our own result wherever it lands, including last.
  • No ratings or scores for other vendors: only what AI engines said, with the sample behind it.

06 · Questions

The questions we ask

United States · United Kingdom

  1. What is the best AI visibility platform?
  2. What are the best Profound alternatives?
  3. Which tools track brand mentions in ChatGPT?
  4. What is the best GEO software for enterprises?
  5. Which AI search monitoring tools are best for agencies?
  6. How can I track how often AI assistants recommend my brand?
  7. What are the best tools to monitor brand visibility in Google AI Overviews?
  8. Which generative engine optimization tools are worth paying for?
  9. What software measures share of voice in AI answers?
  10. What are the best AI visibility tools for small businesses?
  11. Which platforms show the sources ChatGPT and Perplexity cite?
  12. What are the best answer engine optimization tools?

Germany

  1. Was ist die beste Plattform für KI-Sichtbarkeit?
  2. Welche Alternativen zu Profound gibt es?
  3. Welche Tools messen, wie oft ChatGPT eine Marke erwähnt?
  4. Welche GEO-Software eignet sich für große Unternehmen?
  5. Welche Tools zur Überwachung der KI-Suche sind für Agenturen am besten?
  6. Wie kann ich messen, wie oft KI-Assistenten meine Marke empfehlen?
  7. Welche Tools zeigen die Sichtbarkeit einer Marke in Google AI Overviews?
  8. Welche Tools für Generative Engine Optimization lohnen sich?
  9. Welche Software misst den Share of Voice in KI-Antworten?
  10. Was sind die besten Tools für KI-Sichtbarkeit für kleine Unternehmen?
  11. Welche Plattformen zeigen, welche Quellen ChatGPT und Perplexity zitieren?
  12. Was sind die besten Tools für Answer Engine Optimization?

07 · Related