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CLUSTER RETURNS-PRODUCT-RETURN · 9 ENTRIES · EARLIEST ENTRY 2026-03-16

E-commerce returns and refund trackers

This cluster consists of consumer- and business-facing tools for managing e-commerce product returns and refund status, including deadline tracking, checklists, reminders, and return processing. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. On traction, genpark-agentic-price-drop-refund-arbiter-skill leads with 7 stars, followed by mercado-viva (1 star) and NQ-ReturnApp (0 stars).

Entry timeline

ENTRY TIMELINE

MAR 2026: 2AUG 2026: 3SEP 2026: 1OCT 2026: 3
MAR 2026OCT 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 · 3 ai-built · 6 unlabelled

Operator · 3 hobby · 1 indie · 1 commercial · 4 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 9 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01genpark-agentic-price-drop-refund-arbiter-skill7★11 dayslivecommercialAutonomous post-purchase service that monitors online orders for price drops and files retailer refund claims within price-match windows.
  2. 02mercado-viva1★1 mo—Web app that manages product returns for supermarket chains and processes refunds through integrated systems.
  3. 03NQ-ReturnApp0★3 days—Application that allows customers to request product returns and monitor refund status for online orders.
  4. 04ecommerce-l4-agent-service0★1 day—E-commerce after-sales service agent that automatically handles post-purchase issues and returns for online shoppers.
  5. 05fcp-warranty-tracker0★1 mo—ai-builthobbySelf-hosted web app that tracks purchased auto parts through warranty returns, linking replacements and calculating pending and lifetime refund credit.
  6. 06ReturnKart-Tracker0★6 mostale—App that tracks e-commerce product returns for Indian shoppers and merchants, showing return statuses and managing the returns process.
  7. 07ReturnHQ: Returns automation built for Indian D2C on Shopify0★unknownliveindieShopify app that automates returns for Indian direct-to-consumer stores, handling courier pickup, refunds, and exchanges in one flow.
  8. 08ReturnPal - Never Miss a Return0★unknownliveai-builthobbyWeb app that tracks purchase return deadlines, manages return checklists, and sends reminders so consumers never miss a refund.
  9. 09Returns Management Tool0★unknownliveai-builthobbyWeb tool that helps businesses track and process customer product returns.

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.