10ML Perfume Finder vs OwnerLoop

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 OwnerLoop
Detail	10ML Perfume Finder	OwnerLoop
What it does	Free fragrance MCP server with 6,000+ perfumes, 15 tools, no API key required	Sell more replacement parts on Shopify by helping customers find compatible filters, accessories and spare parts directly in your store.
Stage	Not given	Not given
Founded	Not given	Not given
Based in	DE	Not given
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	Compatibility catalog mapping products to parts Storefront theme blocks displaying compatible items on product pages Parts finder for customers to select owned products and discover compatible parts Staff lookup for compatibility searches Compatibility mappings persist after app uninstall Works with all Shopify themes
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	Single compatibility catalog reused across storefront, parts finder, and staff lookup Keeps compatibility data separate from Shopify product catalog Reduces friction in aftermarket purchases
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	42 no change since last check
Trust Flow (Majestic)	17	0
Citation Flow (Majestic)	37	13
Referring domains (Majestic)	101	1

3 details filled in for both companies.

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