Leader
11Heralded Score, range 4–34
The most visible behavioral biometrics tools in France, October 2026
Most cited source
16citations
From ChatGPT
Where engines disagree most
1/4engines put it in their top three
Top three on Gemini, not on Google AI Mode, Google AI Overviews and ChatGPT
Brands
Search is not measured for this board yet, so it ranks on AI answers.
| Rank | Brand | Rank change | Heralded Score All | AI | Score trend | Mentioned | Recommended | By engine | Mentioned by | Change |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | | New entry | 11 , range 4–34 | 11#1 | 11
| 11% | 5% | None | First reading | |
| 2 | | New entry | 8 , range 3–32 | 8#2 | 8
| 10% | 2% | None | First reading | |
| 3 | | New entry | 7 , range 3–32 | 7#3 | 7
| 9% | 2% | None | First reading | |
| 4 | | New entry | 6 , range 2–31 | 6#4 | 6
| 9% | 0% | None | First reading | |
| 5 | | New entry | 5 , range 1–29 | 5#5 | 5
| 6% | 1% | None | First reading | |
| 6 | | New entry | 4 , range 2–26 | 4#6 | 4
| 7% | 0% | None | First reading | |
| 7 | | New entry | 4 , range 1–27 | 4#7 | 4
| 4% | 2% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 3% | 1% | None | First reading | |
| – |  AWS Fraud Detector US | Unranked | Too few answers | Not measured | –
| 2% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 0% | 0% | None | First reading |
“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. AI gives each brand’s score and rank from the engines’ answers; Search is not measured for this board yet. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.
Most cited sources
| Rank | Source | Type | Cited in | Engines | Pages cited | Brands its pages mention |
|---|---|---|---|---|---|---|
| 1 | | Community | 11.7% | 1 of 4 | 8 | Not read |
| 2 | | Community | 1.7% | 1 of 4 | 1 | Not read |
| 3 | | Community | 1.7% | 1 of 4 | 1 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| Quel logiciel permet de détecter les prises de contrôle de compte à partir de la façon dont les utilisateurs tapent et déplacent la souris ? | French | |
| Quels outils peuvent détecter la fraude en ligne en analysant le comportement des utilisateurs ? | French | |
| Comment une banque peut-elle repérer les connexions à risque sans compliquer la vie de ses clients ? | French | No brand recommended |
| Qu’est-ce qui peut aider une équipe e-commerce à détecter les bots et les prises de contrôle de compte à partir du comportement des utilisateurs ? | French | |
| Comment détecter une prise de contrôle de compte en analysant la façon dont l’utilisateur tape et utilise sa souris ? | French | No brand recommended |
| Comment distinguer un vrai client d’un fraudeur lors d’une connexion ? | French | No brand recommended |
| Comment repérer les sessions suspectes sans se fier uniquement aux mots de passe ? | French | No brand recommended |
| Comment mon équipe peut-elle repérer les attaques automatisées en analysant la façon dont les internautes utilisent un site ? | French | No brand recommended |
| Signaux comportementaux ou vérifications de l’appareil pour détecter les prises de contrôle de compte ? | French | No brand recommended |
| Analyse passive du comportement des utilisateurs ou vérification supplémentaire à la connexion pour prévenir la fraude ? | French | No brand recommended |
Each engine's top three
Google AI Mode
No brand named in at least three answers.
Gemini
- 1
LexisNexis ThreatMetrix
- = 2
BioCatch
- = 2
Feedzai
Google AI Overviews
No brand named in at least three answers.
ChatGPT
No brand named in at least three answers.
Related leaderboards
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.