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Preempta AI — Autonomous Cyber Defense for the Global 2000s — 18 websites ranked by shared content topics, category and on-page relevance.

Each result shows its full tech stack, contacts and AI-policy — not just a name · Browse all sites in Information And Network Security →

Domain	Match	Title	Country/Lang	Category	AI files	Contact	AI-protection
usestrix.com ↗	71 match 2 shared topics	Strix - Autonomous Security for the AI Era	en	artificial-intelligence	robots llmsaihumans	emailphone	none
direct-adcl.com ↗	70 match 2 shared topics	ADCL — Autonomous Offensive Security	en	artificial-intelligence	robots llmsaihumans	emailphone	partial · 8
sanctumai.dev ↗	70 match 2 shared topics	SanctumAI — The identity control plane for autonomous AI agents	en	information-and-network-security	robotsllmsaihumans	emailphone	none
autovapt.ai ↗	69 match 2 shared topics	AutoVAPT.ai — Autonomous Penetration Testing Platform	en	information-and-network-security	robots llmsaihumans	emailphone	none
syberops.com ↗	69 match 2 shared topics	SyberOps — Notes from the autonomous SOC	en	information-and-network-security	robotsllmsaihumans	emailphone	none
cybercrucible.net ↗	68 match 2 shared topics	Cyber Crucible — Defense, Not Resilience	en	information-and-network-security	robotsllmsaihumans	emailphone	none
useandora.com ↗	68 match 2 shared topics	Andora \| The Financial Firewall for Autonomous AI Agents	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
usedepthfirstsecurity.com ↗	68 match 2 shared topics	depthfirst \| Autonomous Security from Design to Production	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
depthfirst.com ↗	68 match 2 shared topics	depthfirst \| Autonomous Security from Design to Production	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
usequantrosecurity.com ↗	68 match 2 shared topics	AI Agents for Cyber Defense \| Quantro Security	US~ en	information-and-network-security	robotsllmsaihumans	emailphone	none
usequantrovmagent.com ↗	68 match 2 shared topics	AI Agents for Cyber Defense \| Quantro Security	US~ en	information-and-network-security	robotsllmsaihumans	emailphone	none
usehunto.com ↗	68 match 2 shared topics	Autonomous AI Agents for Cybersecurity \| Hunto AI	en	information-and-network-security WordPress	robots llmsaihumans	emailphone	none
aarm.dev ↗	68 match 2 shared topics	AARM — Autonomous Action Runtime Management	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
deepdecision.ai ↗	67 match 2 shared topics	Deep Labs \| AI-Powered Threat Intelligence & Cyber Defense	en	information-and-network-security	robotsllmsaihumans	emailphone	none
urgentic.ai ↗	67 match 2 shared topics	urgentic — Autonomous Security Operations	en	information-and-network-security	robotsllmsaihumans	emailphone	none
hauberk-ai.com ↗	67 match 2 shared topics	Hauberk AI — AI-Powered Cybersecurity Platform \| Armadillo Security Operations	PS~ en	information-and-network-security	robotsllmsaihumans	emailphone	none
cyberfort.systems ↗	67 match 2 shared topics	Cyberfort Systems — Global AI Cybersecurity	en	information-and-network-security	robots llmsaihumans	emailphone	none
usemantis.io ↗	67 match 2 shared topics	Mantis — Autonomous Penetration Testing	en	information-and-network-security	robotsllmsaihumans	emailphone	none

How the match score works

Each match is a 0–100 similarity score — the higher it is, the more two sites resemble one another. It’s computed automatically from our own crawl data (never from what a site says about itself) by combining several independent signals, so a high score means several of them point the same way:

shared topics how many of the same fine‑grained content topics (IAB sub‑categories) both sites cover — the main signal.
same category whether they sit in the same business / industry category.
content & title how closely their titles and page descriptions line up in wording and meaning.

No single signal decides the result — they’re blended together. Treat the score as a way to rank candidates rather than an absolute percentage; the chips on each result show which signals contributed.