Arkose Labs Bot Manager
Why models recommend it
“Best for account abuse prevention: Arkose Labs, using adaptive challenges and fraud workflows”Muse Glimmer 30B · Paraphrase question · alternative
“Arkose Labs | Credential stuffing, account takeover | Strong CAPTCHA alternative needs”Kimi K2 · Comparative question · alternative
“Strong in specific niches (e.g., challenge-based like Arkose for frictionless defense”Grok 4.20 · Negative question · alternative
“Need adaptive challenges for login, signup, or account recovery | Arkose Labs”Perplexity Sonar · Paraphrase question · alternative
What gives them pause
“Overkill for most mid-size B2B unless you're in regulated industries”DeepSeek V4 Flash · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Arkose Labs Bot Manager, over the 32 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 31 | 10 | View → | |
| 28 | 9 | View → | |
| 26 | 2 | View → | |
| 21 | 6 | View → | |
| 21 | 1 | View → | |
| 12 | 0 | View → | |
| 11 | 0 | View → | |
| 9 | 1 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → |
What the models named instead of Arkose Labs Bot Manager →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 30 of the 32 answers that named Arkose Labs Bot Manager and are not a share of its labels.
Domains cited
134 of the 134 domain citations in answers naming Arkose Labs Bot Manager came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 306 | 12 | 2026-09-04 | Bot management, Email security | |
| Blog | 112 | 1 | 2026-09-10 | Bot management, MFA | |
| Webinar or virtual event | 91 | 2 | 2026-09-30 | MFA | |
| Case study | 47 | 1 | 2026-08-25 | MFA | |
| Conference or event | 35 | 2 | 2026-09-15 | ||
| Podcast or video | 19 | 0 | 2023-01-25 | ||
| Report or ebook | 14 | 0 | 2026-04-09 | MFA | |
| Glossary or explainer | 6 | 0 | 2024-10-24 | ||
| Template or tool | 3 | 0 | 2023-02-01 | ||
| Comparison | 2 | 0 | 2024-12-04 |
Most recent
- 2026-09-30Agentic commerce wave mrc webinar webinar or virtual event
- 2026-09-15Efg canada 2026 conference or event
- 2026-09-14Charlotte dinner 2026 lp conference or event
- 2026-09-10Population two arrives blog
- 2026-09-04Intent not identity kevin gosschalk cyberwire news or press
- 2026-09-04Online sports betting scams kevin gosschalk ktvu fox 2 news or press
Events in person
- September 15, 2026RSAC eFraud Global Forum CanadaToronto, Canada · sponsored
- September 14, 2026Exclusive Charlotte DinnerCharlotte · hosted
As the event pages on arkoselabs.com state them, read October 5, 2026.
How it is countedHide how it is counted
Every page arkoselabs.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 October 5, 2026.