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CLUSTER COMMERCE-PRODUCT-RECOMMENDATIONS · 18 ENTRIES · EARLIEST ENTRY 2025-09-07

AI e-commerce personalization

This cluster comprises AI-powered e-commerce platforms that use personalization and recommendations to enhance shopping experiences, ranging from conversational search to styling and social shopping. The dated entry timeline before the index start is sparse and intermittent, with 2 entries in April 2025, 1 in September 2025, 1 in January 2026, 2 in April 2026, 1 in May 2026, and 1 in July 2026. Among the members, the highest traction signal comes from 'AI-integrated-Personalized-shopping-platform-' with 9 stars, while the others show zero stars.

Entry timeline

ENTRY TIMELINE

APR 2025: 2SEP 2025: 1JAN 2026: 1APR 2026: 2JUL 2026: 1AUG 2026: 6SEP 2026: 3OCT 2026: 2
APR 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 4 ai-built · 14 unlabelled

Operator · 6 hobby · 2 indie · 2 commercial · 8 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 18 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01AI-integrated-Personalized-shopping-platform-9★1 molivehobbyAI-powered e-commerce platform with conversational product search and personalized recommendations, including an admin dashboard for orders and inventory.
  2. 02Slice1★1 dayliveEmbeddable shopping concierge that recommends products from a merchant's own catalog using cultural taste data without requiring shopper history.
  3. 03CartIQ1★19 daysliveAI e-commerce platform offering conversational product search, personalized recommendations, and an admin dashboard for orders and inventory.
  4. 04Replenish-Autopilot0★16 dayslivehobbyConsumer commerce platform that lets shoppers delegate recurring product replenishment to an AI agent with spending limits and privacy protections.
  5. 05SearchIQ0★3 dayslivehobbyProduct search engine for e-commerce that lets shoppers search in everyday language and returns relevant product results with filters.
  6. 06Clerk_Ai0★1 moliveAI agent for e-commerce that automates product discovery and customer interactions.
  7. 07AI-Powered-MERN-Stack-Ecommerce-App0★1 mo—E-commerce platform with AI-driven product recommendations and shopping features.
  8. 08scopie.io0★1 moliveindieAn AI-powered social shopping platform for discovering products, shopping live, and receiving personalized recommendations from virtual hosts.
  9. 09ZShop2★10 mostale—hobbyE-commerce marketplace web app with AI-driven product recommendations, real-time features, and integrated payments for online shoppers.
  10. 10ecommerce1★5 moliveAI-powered e-commerce platform that personalizes product recommendations using collaborative filtering and natural language processing.
  11. 11saas-smart-platform1★1 yrabandoned—Smart e-commerce platform with AI personalization to optimize store operations and sales.
  12. 12PolyGo0★5 moliveai-builtindieAI-powered e-commerce platform for language learning and professional development, offering personalized feedback and an interactive world explorer.
  13. 13tech-vista-emporium-ai0★1 yrabandonedliveai-builtAn e-commerce platform for tech products and AI-powered innovations.
  14. 14Wear-Story0★8 mostalelivehobbyFashion e-commerce platform that offers shoppers AI-powered personal styling recommendations alongside real-time inventory and secure checkout.
  15. 15Spiff Commerce - Home0★unknownlivecommercialPlatform for product personalization and automated fulfilment to increase sales and customer retention in ecommerce.
  16. 16Wallet-aware Commerce0★unknownliveE-commerce application that delivers personalized product recommendations to shoppers based on their on-chain transaction history.
  17. 17TOBE — The One Bazaar for Everything | WNE3 Technologies Private Limited0★unknownliveai-builtcommercialNatural-language ecommerce platform that turns user requests into shoppable products.
  18. 18Vendra AI: AI Commerce That Sells Smarter0★unknownliveai-builthobbyAI-powered ecommerce platform delivering personalized product recommendations, smart merchandising, and shopping assistants for online retailers.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.