16. Success Metrics & KPI Framework
Viability scoring, performance tracking, and risk mitigation strategy for LocalPerks.
1. Strategic Viability Assessment
Strong market need and business model, but "chicken-and-egg" execution risk requires validation of the coalition density hypothesis before scaling.
Market Validation
7.5/10Rationale: The "Buy Local" sentiment is at an all-time high (79% consumer intent), and SMBs are desperate for retention tools. However, the history of this space (Belly, etc.) shows high merchant churn. Validation of the coalition aspect specifically—not just loyalty—is pending.
Action: Secure LOIs from 3 business associations before building backend.
Technical Feasibility
9.0/10Rationale: The tech stack (React Native + Web DB) is standard. No complex hardware required (using existing phones/tablets) significantly lowers barrier to entry. The primary challenge is the settlement engine logic, which is complex but solvable with standard accounting practices.
Action: Build standalone first; add Toast/Square API integration in Phase 2.
Competitive Advantage
7.0/10Rationale: Network effects are the primary moat. Once a neighborhood reaches critical density (20+ businesses), it becomes very hard for a competitor to displace the network. However, until density is reached, the moat is non-existent. Defensibility is low initially, high at maturity.
Action: Focus on "Neighborhood Playbook" to speed up geographic expansion.
Business Viability
8.0/10Rationale: Dual revenue streams (SaaS subscriptions + 5% redemption fees) provide cash flow stability and upside. The coalition fee ($199/mo) covers overhead for local community management. Unit economics look healthy if merchant churn stays below 4%.
Action: Sell strictly through Associations (1 sale = 50 merchants) to lower CAC.
Execution Clarity
7.5/10Rationale: The GTM strategy of "Pilot Neighborhoods" is sound. However, the operational complexity of managing money/points settlement between businesses (e.g., Coffee shop owes Bookstore $5) requires rigorous financial operations and trust management.
Action: Hire legal consultant for "Money Transmitter" compliance immediately.
2. Success Metrics Dashboard (KPI Framework)
Targets aligned with the 14-month milestones and $500K funding runway.
A. Product & Technical Metrics
| Metric | Definition | Target (Mo 4 - MVP) | Target (Mo 7 - Launch) | Target (Mo 14 - Scale) |
|---|---|---|---|---|
| Scan Latency | Time from QR scan to confirmation | < 3s | < 2s | < 1.5s |
| Settlement Accuracy | % of points correctly ledgered | 100% | 100% | 100% |
| App Crash Rate | Sessions ending in crash | < 2% | < 1% | < 0.5% |
| Merchant Setup Time | Time to onboard new business | 30 min | 15 min | 10 min |
B. User Engagement (Network Health)
| Metric | Definition | Target (Mo 4 - MVP) | Target (Mo 7 - Launch) | Target (Mo 14 - Scale) |
|---|---|---|---|---|
| Cross-Redemption Rate | % points earned at Shop A, spent at Shop B | 15% | 30% | 40% |
| Consumer MAU | Monthly Active Users (Scanned once) | 500 | 5,000 | 15,000 |
| Wallet Breakage | % points unredeemed after 12 mo | N/A | < 20% | < 15% |
| Visit Frequency Lift | Avg visits/mo vs non-members | +10% | +20% | +30% |
C. Growth & Financial Metrics
| Metric | Definition | Target (Mo 4 - MVP) | Target (Mo 7 - Launch) | Target (Mo 14 - Scale) |
|---|---|---|---|---|
| Active Businesses | Paying merchants enrolled | 40 | 100 | 300 |
| Monthly Recurring Revenue | Subscription + Avg Transaction Fees | $2,500 | $15,000 | $75,000 |
| Neighborhood Density | Avg businesses per coalition | 20 | 25 | 30 |
| LTV:CAC (Merchant) | Lifetime Value / Acquisition Cost | -- | 3:1 | 5:1 |
3. Metric Hierarchy & Decision Framework
⭐ North Star Metric
Cross-Business Redemption Rate (%)
Why? This proves the "Coalition" value proposition. If users only redeem points at the place they earned them, we are just a worse version of Square Loyalty. If they earn at a coffee shop and redeem at a boutique, we have created a unique local ecosystem.
Target Trajectory: 0% (Launch) → 15% (Month 4) → 40% (Month 14)
Decision Triggers
- If Cross-Redemption < 10%: Pivot marketing to emphasize "Spend Anywhere" and boost redemption values.
- If Merchant Churn > 5%: Pause expansion; deploy "Success Managers" to prove ROI to owners.
- If Burn > $35k/mo: Freeze hiring; rely on Association partners for sales.
4. Comprehensive Risk Register
Description: If points are treated as currency usable across unrelated businesses, LocalPerks may be classified as a Money Service Business (MSB), requiring state licenses and heavy compliance.
Mitigation: Structure as a "Closed Loop" marketing program where LocalPerks technically owns the points/liability, not the merchants. Limit redemption velocity. Contingency: Partner with a bank sponsor or switch to a "coupon" model rather than stored value.
Description: Consumers won't download the app if there are only 3 shops. Shops won't join if there are no consumers. This stalled the "Belly" loyalty program.
Mitigation: Hyper-local "Cluster Strategy." Do not launch a city; launch 3 city blocks. Secure 20 businesses (the supply) before marketing to consumers. Use the Association's existing email list for Day 1 user blast.
Description: Busy baristas ignore separate tablets. If the transaction isn't integrated into the POS (Toast/Square), staff may skip scanning to save time.
Mitigation: "Consumer-driven" scanning. The consumer scans a QR code at the counter; the staff does nothing but verify the screen. Remove staff labor from the equation entirely for the MVP.
Description: A popular coffee shop might redeem way more points than they issue (users earn at boutique, spend at coffee). If the reimbursement from the pool is slow or insufficient, the coffee shop quits.
Mitigation: Automated weekly ACH settlement. Transparent "Clearing House" dashboard. 5% transaction fee covers the spread to ensure redeeming merchants are paid full value for goods.
5. Reporting Cadence
- Transactions Processed
- App Crashes / Uptime
- Support Tickets
- WAU (Weekly Active Users)
- Coalition Density (Biz/Neighborhood)
- Cross-Redemption Rate
- MRR & Cash Burn
- Merchant Churn Rate
- Neighborhood Expansion Status