IT AI Index

Index › Products › Arkose Labs · October 2026 Edition

1 category · Named, not ranked

Arkose Labs

19Judge labels

0First choices

3Negative labels

10 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.

Standing

6 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Arkose Labs was named 6 times in Bot management, where Cloudflare Bot Management led with 56%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business55 of 84

under the label threshold

Mid-market16 of 83

under the label threshold

Enterprise22 of 75

under the label threshold

In bot management · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Arkose Labs for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Bot management	Network and edge	0%	16 of 83	17%	6	under 10 labels · led by Cloudflare Bot Management at 56%

Movement

This is the first edition on this tier, so no move can be computed for Arkose Labs yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Arkose Labs across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	1	0	0	1
Gemini 3.5 Flash	1	0	0	1
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	0	1	1	2
Mistral Small	0	1	0	1
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	1	0	0	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	0	0	0

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct3 labelsNone

Paraphrase3 labelsNone

Comparative6 labelsNone

Budget-constrained0 labelsNone

Scale-constrained2 labelsNone

Negative5 labelsNone

First choiceAlternativeMentionNegative19 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Account Security (Login) | Arkose Labs | The gold standard for preventing stolen logins and spam.” Qwen 3.7 Flash · Bot management · comparative prompt · alternative

“Arkose Labs approaches bot management through user authentication and friction management.” Gemini 3.5 Flash · Bot management · comparative prompt · alternative

“Consider DataDome or HUMAN/Arkose Labs if your main pain is highly targeted abuse” GPT-5.4 mini · Bot management · direct prompt · alternative

And against it

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.

“Challenge-based, good for high-friction needs but more niche.” Grok 4.1 Fast · Bot management · direct prompt · soft negative

Named alongside

The products named in the same answers as Arkose Labs, over the 19 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Arkose Labs was named but was not.

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ProductSame answerTook the first choice insteadHead to head

DataDome18 of 195Not among the top eight

Akamai Bot Manager16 of 190Not among the top eight

Cloudflare Bot Management15 of 196Not among the top eight

Imperva Advanced Bot Protection15 of 190Not among the top eight

HUMAN Security11 of 192Not among the top eight

F5 Distributed Cloud Bot Defense9 of 190Not among the top eight

Radware Bot Manager9 of 190Not among the top eight

Kasada8 of 190Not among the top eight

Netacea6 of 190Not among the top eight

CHEQ5 of 190Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Arkose Labs. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 17 of the 19 answers that named Arkose Labs and are not a share of its labels.

Domains cited

cequence.ai10

indusface.com10

forrester.com9

geetest.com9

radware.com9

securityboulevard.com8

cside.com6

g2.com6

humansecurity.com6

prosopo.io6

Seventy-nine of the seventy-nine domain citations in answers naming Arkose Labs came from somebody else's page.

Pages cited

indusface.com/blog/top-bot-management-software10

geetest.com/en/article/best-bot-management-software9

forrester.com/report/the-forrester-wave-tm-bot-management-software-q3-2024/RES1810138

cside.com/blog/best-bot-detection-software6

securityboulevard.com/2024/02/13-top-bot-management-software-in-the-market-for-20246

techtimes.com/articles/319760/20260706/best-bot-detection-mitigation-software-2026.htm6

aimultiple.com/bot-detection-software5

securityboulevard.com/2024/10/what-is-bot-management5

Pages are listed as the models cited them.

Search and answers

arkoselabs.com is not in Google's top ten for any of the category's searches. In the answers, Arkose Labs takes 0% of first choices and Cloudflare Bot Management takes 56%.

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In search

Google, US estimates

Position for “bot management solution”

–

not in the top ten

Position for “bot management solutions”

–

not in the top ten

Searches for its name, Google: 1,000 a month (“arkose labs”)
AI search demand for its name, est.: 22 a month
Organic visits to its site: about 1,249 a month
Searches its site ranks for: 359 · 13 in the top three
Sites linking to it: 3,711
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

1 ads · 1 text · 1 shown in the last 30 days

First shown July 2026, as Arkose Labs Inc., verified. Ads started 2025-11 to 2026-10: 1 in the year.

On Google's pages: 1

In answers

This edition

Share of first choices

rank 16 of 83 in bot management

Segment leader

56%

Cloudflare Bot Management

First choices: 0 across its categories
Named in: 19 answers
Its own site cited: in 17 of the answers that named it

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.

What it publishes

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Addresses on arkoselabs.com

1,096

subdomains included

Content

635

counted in the table below

Documentation

Product · Integration

15 · 0

Kind	Pages	Last 90 days	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

Last twelve months

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.

Names read as Arkose Labs

What the judge wrote, as written, with how often. The vendor table decides that these count as Arkose Labs; a claim can dispute any of them.

HUMAN/Arkose Labs 1Kasada/Arkose Labs 1

Follow Arkose Labs

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.

The company

Arkose Labs is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Stopping bots, AI agents, and fraud before they reach your users.
arkoselabs.com
For: Trusted by Fortune 500 enterprises and top fintechs worldwide.
arkoselabs.com
Price stated: 0 arkoselabs.com/platform
Certifications: SOC 2 Type IIISO/IEC 27001:2022ISO/IEC 27002:2022ISO/IEC 27018:2019ISO/IEC 27701:2019GDPR & UK GDPRCCPA / CPRAPCI DSS
Customers named: MicrosoftAdobeZilchAdobe Inc.
Not stated on the pages read: Starting price, free plan or trial, integrations, hosting

What Arkose Labs's own pages state, read October 5, 2026: arkoselabs.com, arkoselabs.com/compliance, arkoselabs.com/platform, arkoselabs.com/customers, arkoselabs.com/integrations. A claimed page can correct any of them.

Is this your product?

Claim this page

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 Arkose Labs'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 Arkose Labs, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Arkose Labs by email, built from the raw record of the edition. It shows:

where Arkose Labs is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Arkose Labs, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.