10ML Perfume Finder vs Swirl

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

10ML Perfume Finder compared with Swirl
Detail	10ML Perfume Finder	Swirl
What it does	Free fragrance MCP server with 6,000+ perfumes, 15 tools, no API key required	Live video commerce platform that converts viewers into buyers
Stage	Not given	Not given
Founded	Not given	Not given
Based in	DE	IN
Pricing model	Free	Not given
Pricing	Not given	Not given
Key features	Support for ten languages with guides in each language Works with Claude, ChatGPT, Cursor, VS Code, Gemini CLI and other clients	Livestream shopping with multi-viewer capability Shoppable UGC video reviews Converts short-form video to shoppable content No-code/low-code integration Custom video playlist management Seamless Add-to-Cart and checkout features
What makes it different	Single URL works across multiple AI assistants and code editors Read-only access with fair-use rate limiting and no tracking 15 purpose-built tools covering search, comparison, recommendations and education	4x increase in conversions 50% lower customer acquisition cost 11x increase in ROI Proprietary AI system trained for digital commerce Best-in-class customer support during live events
Ships internationally	Not given	Not given
Sells online	Not given	Not given
Physical shop	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	40 no change since last check	26 no change since last check
Trust Flow (Majestic)	17	1
Citation Flow (Majestic)	37	26
Referring domains (Majestic)	101	76

4 details filled in for both companies.