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Automated Chargeback Recovery SaaS for Shopify
A SaaS platform that connects to Shopify, automatically identifies chargebacks lost to friendly fraud where delivery evidence exists, generates jurisdiction-specific legal demand letters, and manages an escalating recovery workflow from email demands through collections agency referral. Merchants recover revenue they didn't know they could pursue.
Why this matters
You run an e-commerce store and you've been hit with chargebacks where the customer clearly received the product—signed for it even—but their bank sided with them anyway. You thought that was the end of it. You accepted the loss and moved on. But it turns out the bank's decision doesn't mean the customer doesn't still owe you. The problem is, you have no system to go back through old chargebacks, identify which ones are recoverable based on your delivery evidence, figure out what legal process applies in the customer's country, draft the right demand letter, send it, follow up, and escalate to collections if needed. You're doing it all manually with email templates and legal aliases, and it works, but it's exhausting and you're leaving money on the table for cases you don't have time to chase.
- · Built for Shopify and e-commerce merchants with $200+ AOV who experience regular chargebacks, especially those shipping internationally and dealing with friendly fraud.
- · Most likely monetization: SaaS subscription with per-recovery success fee.
The Pain · Narrative
You run an e-commerce store and you've been hit with chargebacks where the customer clearly received the product—signed for it even—but their bank sided with them anyway. You thought that was the end of it. You accepted the loss and moved on. But it turns out the bank's decision doesn't mean the customer doesn't still owe you. The problem is, you have no system to go back through old chargebacks, identify which ones are recoverable based on your delivery evidence, figure out what legal process applies in the customer's country, draft the right demand letter, send it, follow up, and escalate to collections if needed. You're doing it all manually with email templates and legal aliases, and it works, but it's exhausting and you're leaving money on the table for cases you don't have time to chase.
Score Breakdown
Market Signal
Go-to-Market
UK and US-based Shopify merchants doing $100K-$5M annual revenue who ship physical goods internationally and experience at least 5-10 chargebacks per month
~150K Shopify merchants in the target revenue band globally who process physical goods orders above $200 AOV
Organic content in e-commerce communities (Shopify forums, e-commerce subreddits) with SEO-targeted content around 'chargeback recovery' and 'friendly fraud recovery'
$49/month base subscription + 15% success fee on recovered amounts
25 paying users from organic community posting and SEO within 60 days, with at least 3 successful recovery stories as case studies
MVP Scope · 1–2 weeks
- Build Shopify OAuth integration to pull chargeback history and order/delivery data
- Create chargeback scoring algorithm that flags recoverable cases based on delivery evidence (tracking, signature, photo proof)
- Design and build demand letter template engine for UK and US jurisdictions with variable fields
- Set up email sending infrastructure with merchant-branded legal@ alias addresses
- Build basic dashboard showing identified recoverable chargebacks with estimated value
- Implement automated email escalation workflow (initial notice, 5-day reminder, final demand)
- Integrate with at least one collections agency API or partner for referral handoff
- Add payment link generation via Shopify draft orders for recovery payment collection
- Build recovery tracking dashboard showing email opens, responses, payments received
- Test end-to-end flow with 5 beta merchants on their historical chargeback data
Differentiation
Why This Might Fail
Self-rebuttal — the most important trust signal
- 1Legal compliance is the biggest risk — demand letters that cross into unauthorized practice of law or violate FDCPA/debt collection regulations could expose the platform and merchants to liability, requiring expensive legal review for each jurisdiction.
- 2Merchants may have emotionally accepted old chargeback losses and moved on — the operational overhead of re-engaging with old disputes, even with tooling, may be too much friction for the recoverable amounts.
- 3Collections agency partnerships are relationship-driven and many operate on manual referral processes without APIs, making the automated escalation pipeline difficult to deliver as a pure software product.
Evidence Summary
How AI synthesized this insight — no verbatim quotes
Over 15 commenters in this discussion expressed frustration with friendly fraud chargebacks they lost despite having delivery evidence. Multiple merchants described manual workarounds including sending threatening emails from legal aliases, researching cross-border recovery options, and using collections agencies. Several commenters explicitly asked for templates, guidance on US options, and tools to automate the process. The discussion reveals that most merchants don't know lost chargebacks are still legally recoverable debts, and those who do lack systematic tooling to pursue them efficiently across jurisdictions.
Action Plan
Validate this opportunity before writing code
Recommended Next Step
Build
Strong demand signals detected. Real pain, real willingness to pay — start building an MVP.
Landing Page Copy Kit
Ready-to-paste copy based on real Reddit community language — no editing required
Headline
Automated Chargeback Recovery SaaS for Shopify
Sub-headline
A SaaS platform that connects to Shopify, automatically identifies chargebacks lost to friendly fraud where delivery evidence exists, generates jurisdiction-specific legal demand letters, and manages an escalating recovery workflow from email demands through collections agency referral. Merchants recover revenue they didn't know they could pursue.
Who It's For
For Shopify and e-commerce merchants with $200+ AOV who experience regular chargebacks, especially those shipping internationally and dealing with friendly fraud
Feature List
✓ Automatic sync of Shopify chargeback data with delivery evidence analysis ✓ Jurisdiction-specific demand letter generation engine ✓ Automated multi-step email escalation workflow with tracking ✓ Collections agency referral network integration ✓ Recovery dashboard with win-rate analytics and ROI tracking
Where to Validate
Share your landing page in r/r/shopify — that's exactly where these pain points were discovered.
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