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Mnmfp alternatives & similar sites

MNMFP — architectures at scale — 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
contentful.com ↗	70 match shared topic	Content that takes you everywhere \| Contentful	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
scale.com ↗	70 match shared topic	Reliable AI Systems for Critical Decisions \| Scale AI	en	artificial-intelligence Sanity	robotsllmsaihumans	emailphone	none
nice.com ↗	70 match shared topic	NiCE: Customer Experience (CX) AI Platform for Transformation at Scale	en	artificial-intelligence WordPress	robotsllmsaihumans	emailphone	none
contentis.ai ↗	70 match shared topic	Contentis.ai — The Operating System for Content Websites at Scale	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
collibra.com ↗	70 match shared topic	The Enterprise AI Control Plane \| Collibra	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
anyscale.com ↗	70 match shared topic	Production-scale AI with Ray \| Anyscale	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
growthaccelerationpartners.com ↗	70 match shared topic	Scale Smarter with Nearshore Agentic AI & Software Solutions - GAP	en	artificial-intelligence WordPress WooCommerce	robotsllmsaihumans	emailphone	none
ray.io ↗	70 match shared topic	Scale Machine Learning & AI Computing \| Ray by Anyscale	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
tribe.ai ↗	70 match shared topic	Tribe AI · Enterprise AI that ships, scales, and compounds	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
cognite.com ↗	70 match shared topic	Deploy and Scale Industrial AI \| Cognite	en	artificial-intelligence Sanity	robotsllmsaihumans	emailphone	none
letsenhance.io ↗	70 match shared topic	Let's Enhance: AI Image App to Upscale, Sharpen & Improve Quality Online \| Try Free	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
ayarlabs.com ↗	70 match shared topic	Ayar Labs: AI Scale-up Beyond the Rack	en	artificial-intelligence WordPress WooCommerce	robotsllmsaihumans	emailphone	none
typeform.com ↗	55 match shared topic	Forms & Automated Workflows, Powered by AI \| Typeform	Spain~ en	artificial-intelligence	robotsllmsaihumans	emailphone	none
computer.com ↗	55 match shared topic	HOME - Computer.Com	en	artificial-intelligence WordPress WooCommerce	robotsllmsaihumans	emailphone	none
agentdao.com ↗	55 match shared topic	Autonomous Smart Entity Service Platform	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
replit.com ↗	55 match shared topic	Replit – Build apps and sites with AI - Replit	en	artificial-intelligence	robotsllmsaihumans	emailphone	none
figma.com ↗	55 match shared topic	Figma: The collaborative canvas for design, code, and AI	en	artificial-intelligence Sanity	robotsllmsaihumans	emailphone	none
readspeaker.com ↗	55 match shared topic	Text-to-speech for Business & Education - AI Voices - ReadSpeaker	Netherlands~ en	artificial-intelligence WordPress	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.