IT AI Index

Index › Products › Simbian · October 2026 Edition

1 category · Named, not ranked

Simbian

16Judge labels

0First choices

1Negative labels

9 / 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. Simbian was named 6 times in AI SOC agents, where Dropzone AI led with 24%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business32 of 93

under the label threshold

Mid-market32 of 104

under the label threshold

Enterprise38 of 95

under the label threshold

In ai soc agents · 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 Simbian 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
AI SOC agents	Security operations	0%	32 of 104	0%	6	under 10 labels · led by Dropzone AI at 24%

Movement

This is the first edition on this tier, so no move can be computed for Simbian 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 Simbian across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

ShowHide

Model	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	1	1
Perplexity Sonar	0	0	0
Grok 4.20	0	1	1
Mistral Small	1	1	2
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	1	0	1
Qwen 3.7 Flash	0	0	0
Kimi K2	0	1	1
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	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

Direct4 labelsNone

Paraphrase3 labelsNone

Comparative7 labelsNone

Budget-constrained0 labelsNone

Scale-constrained2 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative16 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.

“Simbian, which offers broad, playbook-free response coverage” Mistral Small · AI SOC agents · paraphrase prompt · alternative

“5. Simbian” Llama 4 Maverick · AI SOC agents · paraphrase 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.

No model argued against it.

Named alongside

The products named in the same answers as Simbian, over the 16 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Simbian was named but was not.

ShowHide

ProductSame answerTook the first choice insteadHead to head

Dropzone AI13 of 164Not among the top eight

Prophet Security10 of 161Not among the top eight

Torq9 of 164Not among the top eight

Intezer AI SOC8 of 161Not among the top eight

Microsoft Security Copilot8 of 161Not among the top eight

Radiant Security7 of 160Not among the top eight

CrowdStrike Charlotte AI6 of 160Not among the top eight

SentinelOne Purple AI5 of 160Not among the top eight

Google Security Operations4 of 160Not among the top eight

7AI3 of 161Not 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 Simbian. 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 16 of the 16 answers that named Simbian and are not a share of its labels.

Domains cited

intezer.com9

simbian.aiYour site8

swimlane.com7

underdefense.com7

d3security.com6

g2.com6

prophetsecurity.ai6

marketsandmarkets.com5

aws.amazon.com4

cybervendorguide.com4

Fifty-four of the sixty-two domain citations in answers naming Simbian came from somebody else's page.

Pages cited

intezer.com/guides/ai-soc/how-to-compare-agentic-soc-platforms6

marketsandmarkets.com/Market-Reports/agentic-ai-security-operations-center-soc-market-23615

swimlane.com/blog/best-ai-soc-platforms5

d3security.com/blog/best-agentic-soc-platforms4

g2.com/categories/ai-soc-agents4

secops-unpacked.ai/research/ai-soc-vendors4

cybervendorguide.com/guides/soc-automation3

expertinsights.com/security-operations/top-ai-soc-platforms-for-business3

Pages are listed as the models cited them.

Search and answers

simbian.ai is not in Google's top ten for any of the category's searches. In the answers, Simbian takes 0% of first choices and Dropzone AI takes 24%.

ShowHide

In search

Google, US estimates

Position for “ai soc agent”

–

not in the top ten

Position for “ai soc agents”

–

not in the top ten

Searches for its name, Google: 74,000 a month (“simbian”)
AI search demand for its name, est.: 6 a month
Organic visits to its site: about 375 a month
Searches its site ranks for: 205 · 4 in the top three
Sites linking to it: 404
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on Google

None found in Google's ad transparency records for the US

In answers

This edition

Share of first choices

rank 32 of 104 in AI SOC agents

Segment leader

24%

Dropzone AI

First choices: 0 across its categories
Named in: 16 answers
Its own site cited: in 16 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

ShowHide

Addresses on simbian.ai

343

subdomains included

Content

257

counted in the table below

Documentation

Product · Integration

16 · 30

Kind	Pages	Last 90 days	Latest	Categories named
Blog	168	40	2026-09-29	DLP, EDR
News or press	36	undated
Comparison	21	11	2026-09-02	SOAR
Report or ebook	13	0	2026-04-28
Glossary or explainer	8	2	2026-08-13	SOAR
Conference or event	5	undated		MDR
Case study	4	0	2025-04-05	MDR
Webinar or virtual event	1	undated
Template or tool	1	0	2025-07-11

Most recent

2026-09-29Rss.xml blog
2026-09-24Autonomous soc platforms blog
2026-09-22Grok 4 7 cybersecurity blog
2026-09-21Ai soc agent alert triage evidence blog
2026-09-21Ai soc vendors sycophancy blog
2026-09-21Automated penetration testing 2026 blog

How it is countedHide how it is counted

Every page simbian.ai 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.

Names read as Simbian

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

Simbian AI 1

Follow Simbian

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

Simbian is its own company.

ShowHide

In its own words

Stated by the vendor, not checked

Positioning: Self-Improving Defense
simbian.ai
For: enterprises
simbian.ai
Integrations claimed: 100 simbian.ai/integrations
Customers named: BottomlineMatillionAxelarCybaltSMTWipro
Not stated on the pages read: Price, starting price, free plan or trial, certifications, hosting

What Simbian's own pages state, read October 5, 2026: simbian.ai, simbian.ai/solutions/ai-labs, simbian.ai/resources/case-studies, simbian.ai/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 Simbian'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 Simbian, 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 Simbian by email, built from the raw record of the edition. It shows:

where Simbian 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 Simbian, 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.