Side-by-side comparison of AI visibility scores, market position, and capabilities
SF YC W21 AI manufacturing procurement for aerospace/defense/robotics at ~$9M revenue with NASA and Siemens; $16.1M total ($12M Aleph Series A Nov 2025 + Symbol/Google Ventures/Lux seed) competing with Xometry for AI-native custom parts sourcing platform.
Jiga is a San Francisco-based AI-native manufacturing procurement platform — backed by Y Combinator (W21) with $16.1 million in total funding including a $12 million Series A in November 2025 led by Aleph with Symbol and Y Combinator, and a $4.1 million seed in February 2023 led by Symbol with Google Ventures and Lux Capital — connecting engineers and industrial companies to vetted mechanical parts suppliers for sourcing and purchasing custom precision components in aerospace, defense, robotics, and advanced manufacturing sectors. Generating an estimated $9 million in annual revenue with 60+ employees (64% workforce growth in 2024), Jiga serves major customers including NASA and Siemens, applying AI to the traditionally fragmented and email-driven custom manufacturing quoting and procurement process.
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.
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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