Automate spoilage refunds and reclaim lost profits.
Student grocery delivery app operators can't scale due to dorm access barriers and cold chain failures causing spoiled food refunds that destroy profits.
RefundShield tracks deliveries, auto-detects spoilage risks via photos and ETAs, and handles refund processing with supplier insurance claims. Operators upload disputes, AI approves/denies, and it recovers 70% of losses automatically. Protect margins while scaling dorm ops without manual refund nightmares.
Founders and operators of grocery delivery startups targeting college students in dorms
AI-powered refund automation with built-in supplier claim filing, specialized for perishable dorm groceries.
supportive
Scans delivery photos for spoilage signs via AI.
One-click refund issuance to customers.
Auto-fills supplier insurance claims.
Dashboard for all open refunds and recoveries.
Insights on loss patterns and ROI.
Handle multiple refunds at once.
Webhook for order platforms.
Custom refund rules per dorm.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| stripe_id | text | Yes |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| order_id | text | No |
| status | text | No |
| amount | int | No |
| recovered | bool | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| claim_template | text | Yes |
/api/refundsFile new refund with photo
/api/refunds/:id/claimGenerate supplier claim
/api/analyticsRecovery metrics
No claims
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 25 | 12% | $75 | $900 |
| Month 6 | 200 | 18% | $4,500 | $54,000 |
AI automates detection, refunds, and supplier claims effortlessly.
Target operators complaining about refunds on Twitter/Reddit, provide free audit of their last 10 refunds. Partner with 2-3 small campus apps for pilot integrations.
General chargebacks
No perishables AI
Dorm grocery specific with photo AI
Data from refund patterns builds better AI over time
Inflation driving refund scrutiny in food delivery
Low recovery rates
Money-back guarantee
Operators handle internally
ROI calculator on LP
Success: Avg $500/mo losses
Success: 50% retention
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