| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Bot management | Network and edge | 2% | 5 of 83 | 11% | 18 | accepted challenger | |
| Client-side protection | Security operations | 0% | 34 of 120 | 42% | 12 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 1 | 1 | 2 | 5 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.20 | 2 | 2 | 1 | 1 | 6 |
| Mistral Small | 2 | 0 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 1 | 3 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 1 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 3 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“Use client-side protection tools that provide active blocking and real-time monitoring (e.g., Feroot, Human Security)” Mistral Small · Client-side protection · negative prompt · first choice
“Leader in Forrester Wave Q3 2024 with top scores in strategy, detection models... #1 on G2 for Bot Detection and Mitigation” Grok 4.20 · Bot management · comparative prompt · first choice
“1. HUMAN Security (formerly PerimeterX) - Primary Strength: Advanced bot detection and fraud prevention.” Mistral Small · Client-side protection · comparative prompt · first choice
“Choose In-Browser Runtime Agents (Source Defense / HUMAN) if you operate a high-volume checkout or login page” Gemini 3.5 Flash · Client-side protection · comparative prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Popular vendors include Human Security, SourceDefense, JScrambler, and Reflectiz. ... JS agents detect behavior after a script has already executed.” Muse Glimmer 30B · Client-side protection · negative prompt · soft negative
“Vendors to be cautious about: HUMAN Security, SourceDefense, Jscrambler, and Reflectiz (when used solely for "in-browser" protection).” DeepSeek V4 Flash · Client-side protection · negative prompt · soft negative
“Human Security (formerly PerimeterX) often fail to block the majority of sophisticated e-skimming attacks despite being deployed” Qwen 3.7 Flash · Client-side protection · negative prompt · soft negative
“Client-side JavaScript-based protections (e.g., for websites: HUMAN, Source Defense, JScrambler) can be bypassed” Grok 4.20 · Client-side protection · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 94 of the 94 answers that named HUMAN Security and are not a share of its labels.
314 of the 348 domain citations in answers naming HUMAN Security came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Conference or event | 19 | 0 | 2025-11-01 |
Every page humansecurity.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What HUMAN Security's own pages state, read October 5, 2026: humansecurity.com, trust.humansecurity.com. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when HUMAN Security's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as HUMAN Security, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for HUMAN Security by email, built from the raw record of the edition. It shows: