Index › IT › Products › SAFE Security · November 2026 Edition
2 categories · Ranked

SAFE Security

SAFE Security is a cyber risk quantification platform from SAFE that also covers third-party risk management · safe.security ↗

#1Best rank (enterprise)
13/14Models named it
27First choices
38Warnings
November 2026 Edition · all company sizes counted.
Ranked inCyber risk quantification #1 enterpriseThird-party risk management #85
What AI models recommend in cyber risk quant

Leads at enterprise. Ranked 111 of 111 for small business buyers.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“Strongest for FAIR methodology, broad security-tool integrations, and continuous quantification”Perplexity Sonar · Comparative question · first choice
“my default recommendation for a mid-sized B2B company would be: 1) Safe Security”GPT-5.4 mini · Paraphrase question · first choice
“I recommend starting with CyberSaint CyberStrong or Safe Security”Kimi K2 · Direct question · first choice
“Clear leader with 56% first-choice share among enterprise buyers”MiniMax M2.5 · Comparative question · first choice

What gives them pause

“Avoid enterprise tools like SAFE Security, Axio, or Balbix if budget is tight”DeepSeek V4 Flash · Budget-constrained question · warning
“Expensive, fully licensed FAIR platforms (like early versions of RiskLens or SAFE Security) for organizations that don’t have dedicated risk analysts.”Qwen 3.7 Flash · Negative question · warning
“Traditional, enterprise-grade CRQ platforms (e.g., Safe Security (SAFE One), Kovrr, Axio) - generally not recommended for B2B SMBs.”Llama 4 Maverick · Negative question · warning
“Enterprise tools like Safe Security can be overkill (and overpriced) if you don't have a large, complex attack surface.”DeepSeek V4 Flash · Direct question · warning

Also on the shortlist

The products named in the same answers as SAFE Security, over the 117 answers that named it, and how often each was the first choice instead.

What the models named instead of SAFE Security →

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on SAFE Security's own site, not checked by Gane.

For
security teams
Integrations
100
Certifications
TX-RAMP, SOC 2 Type II, ISO 27001, SOC 3, ISO 9001
Customers named
Victoria’s Secret & Co., T-Mobile, Instacart, San Francisco Health Plan, Carvana, Booz Allen Hamilton, Aboitiz Power, OB Hospitalist Group
Visit safe.security ↗

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

The sites and pages the answers that named SAFE Security came back with. A fact about retrieval, not a cause of the answer.

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 112 of the 117 answers that named SAFE Security and are not a share of its labels.

Domains cited

g2.com67
gane.ai/indexpublisher (Gane)52
securityboulevard.com45
github.com42
kovrr.com40
techtarget.com35
safe.securityIts own site32
riskpublishing.com31
cybersaint.io26
corecyber.io25

311 of the 395 domain citations in answers naming SAFE Security came from a third party's page. Fifty-two were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on SAFE Security across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.510001
GPT-5.4 mini10001
Gemini 3.5 Flash12014
Perplexity Sonar11013
Grok 4.2001001
Mistral Small10001
DeepSeek V4 Flash00134
Llama 4 Maverick01113
Qwen 3.7 Flash01012
Kimi K212025
GLM 4.7 FlashX11002
MiniMax M2.510023
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on safe.security
1,080
subdomains included
Content
1,004
counted in the table below
Documentation
0
Product · Integration
9 · 0
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Blog51372026-10-02TPRM, Cyber risk quant
Glossary or explainer24622026-08-26TPRM, Cyber risk quant
Report or ebook6022026-09-23TPRM, Cyber risk quant
News or press5502026-05-28Cyber risk quant, TPRM
Podcast or video3302026-03-11TPRM, GRC
Webinar or virtual event2702026-05-20TPRM
Comparison2612026-09-11TPRM, EDR
Case study1912026-07-08TPRM
Template or tool1392026-09-25TPRM
Conference or event1212026-07-21TPRM, Cyber risk quant

Events in person

Announced as of October 5, 2026
The twelve months before October 5, 2026

As the event pages on safe.security state them, read October 5, 2026.

How it is countedHide how it is counted

Every page safe.security 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.