Shopify · Payments

Automating chargeback dispute evidence

Problem

Chargebacks arrive with a hard deadline and a pile of evidence to assemble by hand — order details, fulfilment proof, customer history — pulled from several places under time pressure. Most merchants either miss the window or submit weak responses, and lose disputes they could have won.

What we built

  • A Shopify app (ChargebackWiz) that gathers the order, fulfilment and customer data behind each dispute automatically.
  • Generated evidence responses tailored to the reason code, ready to review and submit.
  • Dispute tracking from open to outcome, so merchants know what is worth fighting.
  • A production service we operate and support ourselves.

How it works

  • Connects to the merchant's Shopify store and reads dispute and order data via the Admin API.
  • Assembles the evidence package for each chargeback against its reason code and deadline.
  • Drafts the response for the merchant to approve, then files it.
  • Tracks every dispute to its resolution and reports the outcome.

Result

  • Live on the Shopify App Store, operated and supported by the team that built it.
  • Assembles the order, fulfilment and customer evidence for each dispute automatically.
  • Success-fee pricing — merchants pay on recovered revenue, not a fixed upfront cost.
  • Every dispute tracked from open to resolution, so merchants fight the ones worth fighting.

Stack used

Shopify Admin API (GraphQL)Dispute & order webhooksNode.jsPostgreSQLAutomated evidence generation

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