Leader
18Heralded Score, range 6–36
The most visible behavioral biometrics tools in United Kingdom, October 2026
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 | 18 , range 6–36 | 18#1 | 18
| 15% | 5% | None | First reading | |
| 2 | | New entry | 7 , range 2–31 | 7#2 | 7
| 8% | 2% | None | First reading | |
| 3 | | New entry | 7 , range 3–31 | 7#3 | 7
| 10% | 0% | None | First reading | |
| = 4 | | New entry | 5 , range 2–30 | 5= #4 | 5
| 6% | 2% | None | First reading | |
| = 4 | | New entry | 5 , range 2–30 | 5= #4 | 5
| 6% | 2% | None | First reading | |
| 6 | | New entry | 5 , range 1–30 | 5#6 | 5
| 5% | 2% | None | First reading | |
| 7 | | New entry | 4 , range 1–26 | 4#7 | 4
| 7% | 0% | None | First reading | |
| 8 | | New entry | 4 , range 1–24 | 4#8 | 4
| 6% | 0% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 2% | 2% | None | First reading | |
| – | | Unranked | Too few answers | Not measured | –
| 4% | 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 | 16.7% | 1 of 4 | 10 | Not read |
| 2 | | Community | 6.7% | 3 of 4 | 4 | Not read |
| 3 | | Community | 1.7% | 1 of 4 | 2 | Not read |
| 4 | | Community | 1.7% | 1 of 4 | 1 | Not read |
| 5 | | Community | 1.7% | 1 of 4 | 1 | Not read |
| 6 | | Community | 1.7% | 1 of 4 | 1 | Not read |
| 7 | | Community | 1.7% | 1 of 4 | 1 | Not read |
Questions asked
| Question | Language | Most recommended |
|---|---|---|
| what software helps detect account takeover from how users type and move | English | |
| which tools can spot online fraud by analyzing user behavior | English | |
| how can a bank identify risky logins without adding friction for customers | English | No brand recommended |
| what can help an ecommerce team detect bots and account takeover from user behavior | English | |
| how do i detect account takeover using typing and mouse behavior | English | |
| how can we tell a real customer from a fraudster during a login | English | No brand recommended |
| how do i flag suspicious sessions without relying only on passwords | English | No brand recommended |
| how can my team spot automated attacks by analyzing how people use a site | English | No brand recommended |
| behavioral signals or device checks for detecting account takeover | English | No brand recommended |
| passive user behavior analysis or extra login verification for fraud prevention | English | No brand recommended |
Each engine's top three
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.