The most visible behavioral biometrics tools in Netherlands, October 2026

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

Leader

BioCatch

27Heralded Score, range 7–38

Most cited source

owasp.org

24citations

From ChatGPT

Where engines disagree most

DataDome

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
– Bureau ID IN Unranked Too few answers Not measured
–
  • : Unranked
4% 0% None First reading
– Callsign GB Unranked Too few answers Not measured
–
  • : Unranked
0% 0% First reading
– Castle Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– Cloudflare Bot Management US Unranked Too few answers Not measured
–
  • : Unranked
1% 0% None First reading
– CrossClassify Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– DataVisor US Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– Experian NeuroID US Unranked Too few answers Not measured
–
  • : Unranked
2% 2% None First reading
– EyesOnBio Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– Featurespace GB Unranked Too few answers Not measured
–
  • : Unranked
0% 0% None First reading
– Forter IL Unranked Too few answers Not measured
–
  • : Unranked
2% 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 owasp.org Community 15.0% 1 of 4 9 2
2 nist.gov Regulator 13.3% 1 of 4 9 Not read
3 github.com Vendor site 11.7% 1 of 4 6 Not read
4 linkedin.com Social 6.7% 2 of 4 7 Not read
5 fidoalliance.org Regulator 5.0% 1 of 4 2 Not read
6 oloid.com Vendor site 8.3% 3 of 4 1 3
7 seon.io Vendor site 5.0% 3 of 4 4 Not read
8 1kosmos.com Vendor site 5.0% 3 of 4 1 7
9 fingerprint.com Vendor site 3.3% 2 of 4 3 Not read
10 fraud.net Vendor site 5.0% 1 of 4 2 5

Questions asked

QuestionLanguageMost recommended
Welke software helpt accountovernames detecteren op basis van hoe gebruikers typen en bewegen? Dutch BioCatch
Welke tools kunnen onlinefraude opsporen door gebruikersgedrag te analyseren? Dutch BioCatch
Hoe kan een bank risicovolle inlogpogingen herkennen zonder klanten extra gedoe te bezorgen? Dutch No brand recommended
Wat kan een e-commerceteam helpen bots en accountovernames te detecteren op basis van gebruikersgedrag? Dutch No brand recommended
Hoe detecteer ik accountovernames aan de hand van typ- en muisgedrag? Dutch No brand recommended
Hoe kunnen we tijdens het inloggen een echte klant van een fraudeur onderscheiden? Dutch No brand recommended
Hoe kan ik verdachte sessies signaleren zonder alleen op wachtwoorden te vertrouwen? Dutch No brand recommended
Hoe kan mijn team geautomatiseerde aanvallen herkennen door te analyseren hoe mensen een website gebruiken? Dutch No brand recommended
Gedragssignalen of apparaatcontroles om accountovernames te detecteren? Dutch No brand recommended
Passieve analyse van gebruikersgedrag of extra inlogverificatie om fraude te voorkomen? Dutch 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