Side-by-side comparison of AI visibility scores, market position, and capabilities
Stockholm e-commerce AI product discovery with personalized recommendations and semantic search; $19.9M YC W20-backed serving AI-driven product discovery market at 14.6% CAGR competing with Algolia and Constructor.
Depict.ai is a Stockholm-based e-commerce product discovery and recommendation company providing AI-powered search, product recommendations, and merchandising tools to online retailers — enabling e-commerce stores of all sizes to deliver Amazon-quality personalized product discovery experiences without Amazon's engineering team. Founded in 2019 and backed by Y Combinator (W20) with $19.9 million raised including a $17 million round in February 2022, Depict serves e-commerce brands and retailers in a product discovery AI market projected to reach $8.65 billion in 2025.
Montreal zero-fee nonprofit fundraising platform with $1B+ processed; 100% donation pass-through via optional donor tips competing with Donorbox and Classy for nonprofit fundraising technology adoption.
Zeffy is a Montreal-based fundraising platform for nonprofit organizations that charges zero platform fees on donations — asking donors to optionally contribute a tip to cover Zeffy's operating costs rather than deducting fees from each donation, ensuring 100% of every donated dollar reaches the nonprofit cause. Founded in 2019 by Thibaut Davoult and Nicolas Lafleur, Zeffy has processed $1+ billion in nonprofit donations and provides a comprehensive suite including online donation forms, event ticketing, peer-to-peer fundraising campaigns, recurring donation management, and membership management — giving nonprofits a full fundraising platform at genuinely zero cost.
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