Evaluating all generated solution ideas against two dimensions — Potential Impact on User Problems and Effort Required to Implement — to prioritize features for the MVP and future releases.
Prioritization Framework
Impact Score (1–5)
How much does this feature solve user pain points identified in research?
| Score |
Meaning |
| 5 |
Solves critical pain for all personas |
| 4 |
Solves major pain for primary/secondary persona |
| 3 |
Solves moderate pain or enhances experience |
| 2 |
Nice-to-have, incremental improvement |
| 1 |
Minor enhancement |
Effort Score (1–5)
How much time, resources, and complexity to implement?
| Score |
Meaning |
| 5 |
Very High — 3+ months, complex integrations |
| 4 |
High — 1–3 months development |
| 3 |
Medium — 2–4 weeks |
| 2 |
Low — 1–2 weeks |
| 1 |
Very Low — few days |
A. Feature Scoring Table
Category 1 — Core Verification Features
| # |
Feature |
Impact |
Effort |
Impact/Effort |
Priority |
| 1.1 |
UPI Transaction Hash Verification |
5 |
4 |
1.25 |
🔴 Must Have |
| 1.2 |
Screenshot + OCR Verification |
4 |
3 |
1.33 |
🔴 Must Have |
| 1.3 |
Payment App SDK Integration |
5 |
5 |
1.00 |
🟡 Should Have |
| 1.4 |
Email Receipt Forwarding |
3 |
2 |
1.50 |
🟡 Should Have |
| 1.5 |
Seller-Initiated Verification |
5 |
3 |
1.67 |
🔴 Must Have |
| 1.6 |
Multi-Method Verification Choice |
4 |
2 |
2.00 |
🔴 Must Have |
| 1.7 |
QR Code on Product Packaging |
3 |
4 |
0.75 |
🟢 Nice to Have |
| 1.8 |
Bank SMS Auto-Detection |
3 |
4 |
0.75 |
🟢 Nice to Have |
| 1.9 |
Manual Review Team (Fallback) |
4 |
3 |
1.33 |
🟡 Should Have |
Category 2 — Usage Duration Features
| # |
Feature |
Impact |
Effort |
Impact/Effort |
Priority |
| 2.1 |
Auto-Calculated Duration Badge |
5 |
1 |
5.00 |
🔴 Must Have |
| 2.2 |
Duration Tier Icons |
4 |
1 |
4.00 |
🔴 Must Have |
| 2.3 |
Duration Filter for Reviews |
4 |
2 |
2.00 |
🔴 Must Have |
| 2.4 |
Review Version History |
4 |
3 |
1.33 |
🟡 Should Have |
| 2.5 |
Usage Milestone Prompts |
4 |
2 |
2.00 |
🟡 Should Have |
| 2.6 |
Opinion Change Highlight |
3 |
2 |
1.50 |
🟡 Should Have |
| 2.7 |
"Still Using?" Periodic Check-in |
3 |
2 |
1.50 |
🟢 Nice to Have |
| 2.8 |
Durability Score (Aggregate) |
3 |
3 |
1.00 |
🟢 Nice to Have |
Category 3 — Visual Proof Features