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Trial by Fire Lab — Practical AI for people who actually work. — 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 Artificial Intelligence →

Domain	Match	Title	Country/Lang	Category	AI files	Contact	AI-protection
helpirl.com ↗	70 match 2 shared topics	HelpIRL - Practical AI for Real Work	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
stackjot.com ↗	66 match 2 shared topics	StackJot — AI Tools & Productivity Tutorials	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
anxwr.com ↗	65 match 2 shared topics	Anxwr \| AI-Powered Goal Tracking That Actually Works	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
heybilllim.com ↗	65 match 2 shared topics	Bill Lim — Operating system for ideas & systems	en	productivity	robotsllmsaihumans	emailphone	none
kavanah.ai ↗	65 match 2 shared topics	Kavanah — Projects, people, delivery, and client work in one workspace.	en	productivity	robotsllmsaihumans	emailphone	none
visualcoop.com ↗	65 match 2 shared topics	VisualCoop \| Coordinated AI for Real Work	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
brightwoodai.com ↗	64 match 2 shared topics	Brightwood AI — The intelligence layer behind a world-class coaching practice	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
heybonita.ai ↗	64 match 2 shared topics	heyBonita.ai — culturally fluent AI for strategy, creation, and real work	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
inlight.ai ↗	64 match 2 shared topics	Vibe: Contextual AI Workspace \| Vibe	en	productivity WordPress	robots llmsaihumans	emailphone	none
vivoaihub.com ↗	64 match 2 shared topics	AI Productivity — Daily AI & Tech Insights	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
oneclickai.io ↗	64 match 2 shared topics	OneClickAI — Find the Perfect AI Tools for Your Workflow	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
easychatgptguide.com ↗	64 match 2 shared topics	ChatGPT Prompts and AI Workflow Guides for Work \| Easy ChatGPT Guide	en	productivity	robotsllmsaihumans	emailphone	none
sprintaiapp.com ↗	64 match 2 shared topics	SprintAI — Sprint planning your team will actually enjoy	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
eugeneai.tech ↗	64 match 2 shared topics	Eugene AI - AI Task Manager That Actually Learns	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
hedoes.ai ↗	64 match 2 shared topics	hedoes.ai — Your Real AI Employee \| Works 24/7/365	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
heygaia.io ↗	64 match 2 shared topics	GAIA - Your Personal AI Assistant	en	productivity	robots llmsaihumans	emailphone	none
keahq.com ↗	64 match 2 shared topics	The AI that works for you, before you even ask	en	productivity	robotsllmsaihumans	emailphone	partial · 8
1brain.app ↗	64 match 2 shared topics	1Brain — AI-Native Workspace for Product Managers	en	productivity	robots llmsaihumans	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.