
Fabric Commerce
E-commerce Platform
Medusa
E-commerce PlatformFabric Commerce and Medusa are both popular choices, but they serve different needs. Fabric Commerce is a E-commerce Platform with a traditional, manual approach to building, while Medusa is a E-commerce Platform that prioritises developer or designer control.
Below you'll find a side-by-side breakdown of detection signals, AI scores, and technical fingerprints — plus our honest take on which builder wins for different use cases.
How we detect Fabric Commerce vs Medusa — see our methodology: AI Influence Score calculation, evidence tiers, and fingerprint signal types.
| Category | E-commerce Platform | E-commerce Platform |
| AI Score | 20/100 — Traditional | 20/100 — Traditional |
| Detection Signals | 2 patterns | 2 patterns |
| Script Detection | 1 patterns | — |
| CDN Detection | — | — |
| Header Detection | — | 1 headers |
| Sites Detected | No data yet | No data yet |
| Best For | Online stores & product catalogs | Online stores & product catalogs |
| Official Website | — | — |
E-commerce Platform
Fabric Commerce is a e-commerce platform with an AI Score of 20/100 (Traditional). Our detection engine uses 2 signal patterns to identify Fabric Commerce-built sites.
E-commerce Platform
Medusa is a e-commerce platform with an AI Score of 20/100 (Traditional). Our detection engine uses 2 signal patterns to identify Medusa-built sites.
Fabric Commerce is a headless, API-first e-commerce platform designed for enterprise retailers and direct-to-consumer brands seeking modular, composable commerce infrastructure. The platform's architecture separates frontend presentation from backend commerce logic, making it a common choice for large-scale merchants who require flexible, microservices-based storefronts. AIWebsiteDetector.com identifies Fabric Commerce deployments through a combination of one distinct script pattern and one HTML pattern embedded in the page source, which together provide reliable fingerprinting even when the storefront's visual design varies significantly between implementations. These signals reflect Fabric's headless nature, where platform-specific JavaScript bundles and markup attributes persist across diverse frontend frameworks built on top of its APIs. Because Fabric Commerce targets mid-market to enterprise clients, detected sites tend to be high-traffic retail properties rather than small independent shops, lending stronger contextual confidence to each positive identification. Fabric Commerce is typically deployed as a cloud-hosted SaaS solution with enterprise pricing, meaning public-facing cost information is limited, but its consistent technical footprint makes it reliably distinguishable from competing headless platforms like Commerce Layer or Elastic Path.
Medusa is an open-source, headless e-commerce platform built for developers and digital commerce teams who need a highly customizable alternative to traditional monolithic storefront solutions. Designed with a modular architecture, Medusa is commonly deployed by technical teams building custom storefronts, multi-region shops, and composable commerce experiences using its Node.js-based backend. AIWebsiteDetector's detection engine identifies Medusa-powered sites using a combination of one distinct HTML pattern and one HTTP header signature that are consistently present across Medusa deployments. These signals reflect Medusa's characteristic server responses and frontend markup conventions, allowing the detection engine to distinguish it reliably from other headless or API-first commerce frameworks. Because Medusa is self-hosted and open-source with no mandatory licensing fees, its deployments vary widely in infrastructure — ranging from cloud platforms like Railway and Render to custom VPS setups — but the core fingerprint remains consistent enough to support confident identification.
Choose Fabric Commerce if…
Choose Medusa if…
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