Data as of Aug 25, 2026 · Based on 568 AI responses · See how Parse measures this
Biometric Liveness Detection Software
Parse
https://parse.gl
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Clear leader for behavioral biometrics to prevent account takeover. | 41% | |
| 2 | 32% | ||
| 3 | 32% | ||
| 4 | 28% | ||
| 5 | 22% | ||
| 6 | 19% | ||
| 7 | 15% | ||
| 8 | 14% | ||
| 9 | 13% | ||
| 10 | 11% | ||
| 11 | A top example for its privacy-focused, on-device Face ID system. | 11% | |
| 12 | 11% | ||
| 13 | 11% | ||
| 14 | 11% | ||
| 15 | 11% | ||
| 16 | 10% | ||
| 17 | 8% | ||
| 18 | 8% | ||
| 19 | 8% | ||
| 20 | 7% | ||
| 21 | 7% | ||
| 22 | 6% | ||
| 23 | 6% | ||
| 24 | 6% | ||
| 25 | 6% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
biocatch.com is the page AI reaches for most here, cited in 29% of analyzed answers.
Declined from #3 to #7 in overall mentions since Nov 2025.
Rose from #8 rank to #2 between Nov 2025 and Mar 2026.
Slipped from #4 rank to #8 between Nov 2025 and Mar 2026.
Climbed from #27 rank to #5 between Nov 2025 and Mar 2026.
“A lab that certifies a list of vendors.” → “The sole NIST-accredited lab for Levels 1-3 PAD testing.”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 49% | 33% | ||
| 40% | 35% | ||
| 0% | 35% | ||
| 31% | 16% | ||
| 0% | 30% |
IDEMIA holds a leadership position in AI-generated answers for liveness detection, frequently cited for its iBeta-certified solutions. The broader niche is becoming more competitive, however, as vendors like Incode and Veridas have rapidly gained prominence since late 2025.
Across 568 AI responses, BioCatch is mentioned most, named in 41% of them, followed by TotalPatent One (32%) and Ping Identity (32%).
Parse measures each brand's mention rate — the share of answers naming it — across 568 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI assistants consistently list vendors with iBeta certification, with IDEMIA becoming the most frequently cited brand since December 2025. Over time, responses became more detailed, explaining the different ISO PAD compliance levels (Level 1, 2, and 3) and distinguishing the lab from the certified companies.
Brands mentioned
We are implementing biometric login. Who offers liveness detection labs (iBeta) certification?
AI assistants consistently list vendors with iBeta certification, with IDEMIA becoming the most frequently cited brand since December 2025. Over time, responses became more detailed, explaining the different ISO PAD compliance levels (Level 1, 2, and 3) and distinguishing the lab from the certified companies.
Responses consistently name a growing list of iBeta-certified vendors, with IDEMIA solidifying its top position throughout the period. By early 2026, vendors like
Veridas and Yoti began appearing more frequently alongside established names. Both ChatGPT and Google AI Overviews highlight the ISO 30107-3 standard as the basis for certification.
Brands mentioned
Responses consistently name a growing list of iBeta-certified vendors, with IDEMIA solidifying its top position throughout the period. By early 2026, vendors like
Veridas and Yoti began appearing more frequently alongside established names. Both ChatGPT and Google AI Overviews highlight the ISO 30107-3 standard as the basis for certification.
The market map
Recommended by need