Group-IB
Rankings by industry
A rank of 1 to 3 earns that leaderboard's badge for the month.
Rank and score by month
- Behavioral biometrics tools, GlobalNot measured
No lines on the chart. Tick Show on chart in the table below, or add a leaderboard above.
Every leaderboard has one reading so far, from October 2026, so each line is a single dot for now. The next point arrives on 1 November 2026, when the new month's leaderboards publish. Chart up to 5 leaderboards at once.
Every leaderboard it is on
| Leaderboard | Market | All rank (AI and Search combined) | Heralded Score | AI and Search | Change | On chart |
|---|---|---|---|---|---|---|
| Behavioral biometrics tools, Global | Global | – | Too few answers |
| First reading | |
| Behavioral biometrics tools, Spain | Spain | – | Too few answers |
| First reading | |
| Behavioral biometrics tools, France | France | – | Too few answers |
| First reading | |
| Behavioral biometrics tools, United Kingdom | United Kingdom | – | Too few answers |
| First reading | |
| Behavioral biometrics tools, Italy | Italy | – | Too few answers |
| First reading | |
| No leaderboard matches this filter. | ||||||
By engine
-
Google AI Mode
–average rank
Not ranked · ranks on 0 leaderboards
-
Gemini
–average rank
Not ranked · ranks on 0 leaderboards
-
Google AI Overviews
–average rank
Not ranked · ranks on 0 leaderboards
-
ChatGPT
–average rank
Not ranked · ranks on 0 leaderboards
Questions it answers
| # | Question | Leaderboard | Its place | Also named |
|---|---|---|---|---|
| 11 | Withheld. Run a full Snapshot to see it. | |||
| 12 | Withheld. Run a full Snapshot to see it. | |||
| 13 | Withheld. Run a full Snapshot to see it. | |||
| 14 | can user behavior analysis reduce account takeover without adding login steps | behavioral biometrics tools | Not named | |
| 15 | Withheld. Run a full Snapshot to see it. | |||
| 16 | Withheld. Run a full Snapshot to see it. | |||
| 17 | Withheld. Run a full Snapshot to see it. | |||
| 18 | Withheld. Run a full Snapshot to see it. | |||
| 19 | ¿Cómo detecto la toma de control de cuentas analizando cómo escribo y muevo el ratón? | behavioral biometrics tools in Spain | Not named | |
| 20 | Withheld. Run a full Snapshot to see it. | |||
How engines describe it
-
ChatGPT
Combina análisis del comportamiento del usuario (UBA), huellas digitales de dispositivos e inteligencia artificial.
Asked: “¿Qué herramientas detectan el fraude online analizando el comportamiento de los usuarios?” · The most visible behavioral biometrics tools in Spain
Sources that mention it
| # | Source | Type | Mentions it | Recommends it |
|---|---|---|---|---|
| 1 | industry authority | Yes | No | |
| 2 | industry authority | Yes | No |
Method
Each leaderboard ranks brands on two sides. AI is how ChatGPT, Gemini, Google AI Overviews and Google AI Mode answer the board's buyer questions. Search is Google's top 10 results for the keywords behind those questions. All combines the two, where Search is measured.
For the AI side, each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.