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88score
r/ecommerce
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Auto-Bouncer: Serial Returner & Chargeback Blocker App

A Shopify/WooCommerce app that automatically calculates a customer's historical return rate. If it exceeds a merchant-defined threshold (e.g., 50%) or if they have a history of chargebacks, the app silently auto-cancels and refunds their future orders.

Voir sur Reddit
Découvert 12 avr. 2026

Détail du score

Intensité du problème9/10
Volonté de payer8/10
Facilité de réalisation8/10
Durabilité8/10

Différenciation

Solutions existantes
Shopify FlowAmazon (Platform)
Notre angle
A dedicated, plug-and-play Shopify/WooCommerce app that automatically calculates customer return rates and applies customizable penalties (auto-cancel, restocking fees) without requiring manual workflow building.

Voix de la communauté

Citations réelles de commentaires Reddit qui ont inspiré cette opportunité

  • our return rate went from like 5% to almost 9% this year and its eating into our margins pretty bad
  • one person ordered 11 times and returned 7
  • purchase 3 or 4 identical items, only different colors then try them on in their feed and ask their 'followers' which one they should keep
  • a customer who filed a return and then ALSO did a chargeback
  • Anybody that submits a chargeback against us is automatically blackballed.

Plan d'Action

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Prochaine Étape Recommandée

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Signaux de demande forts. Vraie douleur et volonté de payer détectées — commencez à construire un MVP.

Kit de Textes pour Landing Page

Textes prêts à coller, basés sur le langage réel de la communauté Reddit

Titre Principal

Auto-Bouncer: Serial Returner & Chargeback Blocker App

Sous-titre

A Shopify/WooCommerce app that automatically calculates a customer's historical return rate. If it exceeds a merchant-defined threshold (e.g., 50%) or if they have a history of chargebacks, the app silently auto-cancels and refunds their future orders.

Pour Qui

Pour Small to medium e-commerce merchants (especially in apparel, footwear, and sports gear) suffering from high return rates and 'wardrobing'.

Liste des Fonctionnalités

✓ Automated return rate calculation per customer ✓ Customizable threshold rules (e.g., block if > 50% returns over 5 orders) ✓ Silent auto-cancel and refund via Webhooks ✓ Dashboard showing money saved from blocked orders

Preuve Sociale

our return rate went from like 5% to almost 9% this year and its eating into our margins pretty bad— Utilisateur Reddit, r/r/ecommerce

one person ordered 11 times and returned 7— Utilisateur Reddit, r/r/ecommerce

purchase 3 or 4 identical items, only different colors then try them on in their feed and ask their 'followers' which one they should keep— Utilisateur Reddit, r/r/ecommerce

a customer who filed a return and then ALSO did a chargeback— Utilisateur Reddit, r/r/ecommerce

Anybody that submits a chargeback against us is automatically blackballed.— Utilisateur Reddit, r/r/ecommerce

Où Valider

Partagez votre landing page sur r/r/ecommerce — c'est exactement là que ces points de douleur ont été découverts.