The most visible behavioral biometrics tools in Germany, October 2026

October 2026 · 15 questions asked from Germany in German and English · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 60 answers read

Leader

BioCatch

20Heralded Score, range 6–36

Most cited source

owasp.org

29citations

From ChatGPT

Where engines disagree most

Sift

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
– Castle Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– CrossClassify Unranked Too few answers Not measured
–
  • : Unranked
2% 0% None First reading
– DataVisor US Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– EyesOnBio Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– Facephi ES Unranked Too few answers Not measured
–
  • : Unranked
2% 0% None First reading
– Featurespace GB Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– Feedzai PT Unranked Too few answers Not measured
–
  • : Unranked
4% 2% None First reading
– Forter IL Unranked Too few answers Not measured
–
  • : Unranked
2% 2% None First reading
– FraudNet Unranked Too few answers Not measured
–
  • : Unranked
0% 0% First reading
– Google Cloud US Unranked Too few answers Not measured
–
  • : Unranked
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
11 celebrus.com Vendor site 3.3% 2 of 4 2 Not read
12 doi.org Reference 1.7% 1 of 4 2 Not read
13 fidoalliance.org Regulator 1.7% 1 of 4 2 Not read
14 fingerprint.com Vendor site 3.3% 2 of 4 2 Not read
15 fintech.ru Consultancy 3.3% 2 of 4 1 Not read
16 fraud.net Vendor site 3.3% 2 of 4 1 5
17 friendlycaptcha.com Vendor site 3.3% 2 of 4 1 Not read
18 gartner.com Industry authority 3.3% 1 of 4 2 Not read
19 gi-de.com Vendor site 3.3% 2 of 4 1 Not read
20 ico.org.uk Regulator 1.7% 1 of 4 2 Not read

Questions asked

QuestionLanguageMost recommended
Welche Software erkennt Kontoübernahmen daran, wie Nutzer tippen und die Maus bewegen? German BioCatch
Welche Tools erkennen Online-Betrug durch die Analyse des Nutzerverhaltens? German BioCatch, Feedzai, Forter, LexisNexis Risk Solutions, LexisNexis ThreatMetrix and Sift, tied
Wie kann eine Bank riskante Logins erkennen, ohne Kunden zusätzliche Hürden aufzuerlegen? German No brand recommended
Was hilft einem E-Commerce-Team, Bots und Kontoübernahmen anhand des Nutzerverhaltens zu erkennen? German No brand recommended
Wie erkenne ich Kontoübernahmen anhand des Tipp- und Mausverhaltens? German No brand recommended
Wie können wir beim Login echte Kunden von Betrügern unterscheiden? German No brand recommended
Wie kann ich verdächtige Sitzungen erkennen, ohne mich nur auf Passwörter zu verlassen? German No brand recommended
Wie kann mein Team automatisierte Angriffe erkennen, indem es analysiert, wie Menschen eine Website nutzen? German No brand recommended
Verhaltenssignale oder Geräteprüfungen, um Kontoübernahmen zu erkennen German No brand recommended
Passive Analyse des Nutzerverhaltens oder zusätzliche Login-Verifizierung zur Betrugsprävention German No brand recommended

Each engine's top three

Google AI Mode

No brand named in at least three answers.

ChatGPT

No brand named in at least three answers.

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.

How the leaderboards are measured