Side-by-side comparison of AI visibility scores, market position, and capabilities
Rich Returns is a returns management portal for Shopify stores, offering automated return workflows and carrier integrations, based in Belgium.
Rich Returns was founded in Ghent, Belgium and built a returns management platform focused on Shopify merchants that want a clean, configurable returns portal without the pricing complexity or feature overhead of enterprise-focused competitors. The company identified a segment of the market — growing Shopify merchants in Europe and internationally — that was underserved by US-centric returns platforms and built a product with strong multi-currency, multi-language, and multi-carrier support that reflects the international nature of many Shopify merchants.\n\nThe Rich Returns platform provides a self-service customer-facing returns portal, automated return authorization workflows, carrier label generation across multiple shipping providers, and a merchant-facing returns dashboard for tracking return status and processing decisions. Merchants can configure return windows, acceptable return reasons, required evidence like photos, and resolution options including refunds, exchanges, and store credit through a non-technical admin interface.\n\nRich Returns integrates natively with Shopify and Shopify Plus, and has built carrier integrations with major European and North American shipping providers. The company competes in the emerging tier of the returns management market against Loop Returns, AfterShip Returns, and ReturnGo, differentiating through its European origin and multi-language support, competitive pricing for growing merchants, and a clean product experience that appeals to merchants who find larger platforms over-engineered for their needs.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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