OpenEvidence vs Shopify
Side-by-side comparison of AI visibility scores, market position, and capabilities
OpenEvidence hit $100M+ ARR in under a year serving 430K+ US physicians (40% of all US doctors) at $12B valuation ($700M raised); fastest-growing physician AI platform, founded 2022 Miami.
About
OpenEvidence is an AI clinical evidence platform founded in 2022 and headquartered in Miami, Florida. Built specifically for physicians, the platform applies large language models trained on peer-reviewed medical literature to deliver instant, evidence-backed answers to clinical questions at the point of care. Its founding mission is to democratize access to the best available medical evidence so that every physician can practice at the highest standard, regardless of institution or specialty.\n\nThe platform aggregates and synthesizes peer-reviewed studies, clinical guidelines, and drug databases, presenting structured answers with citations that meet physician-grade accuracy standards. Unlike general-purpose AI assistants, OpenEvidence is purpose-built for clinical workflows. It is free to use for physicians, with monetization routed through pharmaceutical and healthcare industry partners who value the platform's direct access to practicing clinicians.\n\nOpenEvidence has achieved remarkable traction, reaching over 430,000 US physicians — approximately 40% of the entire US physician population — making it the fastest-growing physician AI platform on record. The company crossed $100M ARR in under a year from launch and earned a $12 billion valuation on $700 million in total funding. This trajectory places OpenEvidence among the fastest-scaling healthcare AI companies globally and signals a structural shift toward AI-assisted clinical decision-making at the point of care.
NYSE: SHOP e-commerce platform at $8.88B FY2024 revenue with $292.28B GMV across 4.82M stores; Black Friday $11.5B processing competing with WooCommerce and BigCommerce for small-to-enterprise direct-to-consumer commerce.
About
Shopify Inc. is an Ottawa, Canada-based e-commerce platform — listed on NYSE (NYSE: SHOP) — providing 4.82+ million active merchant stores of all sizes (from solo entrepreneurs to enterprise brands) with tools for online store creation, multi-channel selling (web, mobile, social, in-person), payment processing (Shopify Payments, Shop Pay), inventory management, fulfillment, and marketing analytics, generating $8.88 billion in revenue in fiscal year 2024 (+26% year-over-year) with $292.28 billion in gross merchandise volume (GMV, +24%) and 875+ million customers who have purchased from Shopify merchant stores. Founded in 2006 by Tobias Lütke, Daniel Weinand, and Scott Lake (started as a snowboard equipment store, pivoted to become the platform), Shopify has become the operating system for independent commerce — the default e-commerce infrastructure for the direct-to-consumer brand economy.
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