Phone agents read receipts and issue binding roommate rulings before group chat drama.
ProblemRoommates constantly argue over shared costs, missing reimbursements, snack theft accusations, and unclear ownership of household purchases.SolutionReceipt Judge uses household agents to parse receipts, map items to people, and auto-negotiate fair reimbursements before conflicts escalate.Target CustomerGen Z and millennial roommates in urban apartments with shared expenses and high chat-based coordination.Revenue ModelFreemium app with premium split-automation at $7.99/month per household and optional dispute-audit packs.MVP ScopeScan receipts, tag shared vs personal items, auto-suggest split percentages, and push one-tap settlement summaries into group chat.Risks- Users may reject rulings if they perceive the split logic as unfair.
- Low-quality receipts can reduce confidence and create edge-case disputes.
- Retention may drop if households switch payment apps with built-in split features.
Projected TAMRoommate households in major rental markets represent a large recurring expense-management segment; capturing 1M households at ~$96 ARPU implies roughly $96M annual service opportunity before adjacent household finance products.