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Model Citizen Developer - Know what to build with before you start building — 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
huggingface.co ↗	65 match shared topic	Hugging Face – The AI community building the future.	Colombia en	artificial-intelligence	robotsllmsaihumans	emailphone	none
hf.co ↗	65 match shared topic	Hugging Face – The AI community building the future.	Colombia en	artificial-intelligence	robotsllmsaihumans	emailphone	none
mozilla.ai ↗	65 match shared topic	Mozilla.ai - We’re building a future where AI works for you	en	artificial-intelligence Webflow	robotsllmsaihumans	emailphone	none
braintrust.dev ↗	65 match shared topic	Braintrust - The AI observability platform for building quality AI products	United States~ en	artificial-intelligence	robotsllmsaihumans	emailphone	none
kubiobuilder.com ↗	60 match shared topic	Home \| KubioBuilder	en	artificial-intelligence WordPress	robotsllmsaihumans	emailphone	none
wakatime.com ↗	60 match shared topic	WakaTime - AI coding analytics for developers	en	artificial-intelligence	robots llmsaihumans	emailphone	none
daily.dev ↗	60 match shared topic	daily.dev - Where developers discover what's next	en	technology-and-computing	robotsllmsaihumans	emailphone	none
artificialanalysis.ai ↗	60 match shared topic	AI Model & API Providers Analysis \| Artificial Analysis	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
cosine.sh ↗	60 match shared topic	The Coding Model That Actually Gets It \| Cosine	en	artificial-intelligence Prismic	robotsllmsaihumans	emailphone	none
nicklaunches.com ↗	60 match shared topic	Nick Launches: Product Launches, Tools and Builder Guides	en	technology-and-computing WordPress	robots llmsaihumans	emailphone	none
nx.dev ↗	60 match shared topic	Nx — Smart Monorepos · Fast Builds	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
assemblyai.com ↗	60 match shared topic	AssemblyAI \| AI models to transcribe and understand speech	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
formester.com ↗	60 match shared topic	Free Online Form Builder for Forms, Surveys & Payments \| Formester	en	technology-and-computing	robotsllmsaihumans	emailphone	none
fastbots.ai ↗	60 match shared topic	AI Chatbot for Website — Build & Train Your Own AI Agent \| FastBots.ai	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
pifyapp.com ↗	60 match shared topic	PifyApp - Help you to build a customized shopify store	en	technology-and-computing Shopify	robotsllmsaihumans	emailphone	none
imbue.com ↗	60 match shared topic	We build honest software - Imbue	en	artificial-intelligence Sanity	robotsllmsaihumans	emailphone	none
textreadtts.com ↗	60 match shared topic	TextReadTTS.com - Free Text-to-Speech API (Free TTS API), developer friendly.	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
aitinkerers.org ↗	60 match shared topic	AI Tinkerers: The Global Community for Hands-On AI Builders \| AI Demos & Meetups	en	artificial-intelligence	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.