How levelsio Automated Stripe Disputes with AI — A Solo Founder's Chargeback Survival Guide

Pieter Levels(@levelsio) built a fully automated Stripe dispute system in a single day using vibe coding. The flow: receive a dispute via webhook → automatically collect evidence of user signup and activity → package it into a clean PDF → submit it to the bank via the Stripe API. x

What Is It?

Payment disputes — better known as chargebacks — are one of the most annoying problems SaaS and e-commerce operators deal with. When a customer tells their bank "I don't recognize this charge," the merchant has to gather evidence and fight back. Don't respond? You just lose the money.

levelsio's system automates the entire process with AI: x

1. Receive disputes via Stripe Webhook
   New disputes are detected in real time, and existing disputes sync automatically
2. Auto-collect user evidence
   Signup timestamp, activity logs, and customer-generated content (interior designs, etc.) — all pulled together automatically
3. Generate a PDF evidence package
   Auto-formatted for bank reviewers. Think: "This user logged in 47 times after signup and created 23 designs" — specific, concrete proof
4. Auto-submit via Stripe API
   $stripe->disputes->update($dispute_id, [evidence]) pushes the evidence directly

The key is that no human needs to be involved at all. When a dispute comes in, the system handles it — levelsio just checks the results.

What Changes?

Chargebacks are a much bigger deal than most people realize. Let's look at the numbers:

Here's the kicker: when you handle disputes manually, your net win rate is just 8.1%. The average dispute costs $191 to process — and after fees and labor, you barely break even even when you win. chargeflow +1

AI automation is changing that equation:

Stripe is riding this wave too. They launched Smart Disputes, an AI-powered evidence submission tool that recovered 13% more chargebacks for Vimeo and Squarespace. And if you lose, Stripe covers the cost. stripe

But here's what makes levelsio's approach different. Stripe Smart Disputes only uses Stripe's internal data, while levelsio pulls his own first-party data — usage logs, customer-generated content, login history — directly into the evidence package. That's what makes the real difference in win rates. x

Getting Started

You don't need to build a fully automated system like levelsio's right away. Here are practical steps you can take right now to improve your chargeback response.

1. Start logging user activity systematically
   Signup timestamp, login count, key feature usage, IP address, device info. When a dispute lands, this becomes proof that "this person actually used our product." It's also exactly what Visa CE 3.0 asks for.
2. Set up Stripe Webhooks
   Configure your endpoint to listen for the charge.dispute.created event so you get notified the moment a dispute comes in. This is where levelsio started. Stripe's official docs have a full guide. x +1
3. Build standardized evidence templates
   The Stripe API's disputes->update endpoint accepts your evidence directly. Pre-building a template with signup proof, activity logs, customer communication records, and refund policy disclosures will cut your response time in half.
4. Set a clear billing descriptor
   If your charge shows up as "PYMNT*4829," customers won't recognize it and will dispute it. Switching to something like "YourBrand.com Subscription" can eliminate 15–20% of disputes on its own. chatfin
5. Evaluate AI dispute tools
   Options include Stripe Smart Disputes, Chargeflow (claims 80% win rate improvement with AI), and Justt (success-fee model). If you're seeing 50+ disputes a month, the ROI is clear. stripe +1

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