AI: PromptVault - Prompt Library Manager

Model: openai/gpt-4o
Status: Completed
Cost: $0.994
Tokens: 197,983
Started: 2026-01-02 23:25

Success Metrics & KPI Framework

✅ Overall Viability: 8.2/10 - GO BUILD
  • Market Validation: 8/10
  • Technical Feasibility: 9/10
  • Competitive Advantage: 7/10
  • Business Viability: 9/10
  • Execution Clarity: 8/10

Success Metrics Dashboard

Metric Definition Target (Month 3) Target (Month 6) Target (Month 12) How to Measure
Uptime % time product is available 99% 99.5% 99.9% Monitoring tools (Uptime Robot)
Page Load Time Avg time to interactive <3s <2s <1.5s Web Vitals, Lighthouse

Risk Register

Risk #1: Product-Market Fit Failure

Severity: 🔴 High | Likelihood: Medium

Description: Users sign up but don't engage, retention falls below 20% D30, core value proposition doesn't resonate, competitors offer better alternatives, market timing is off (too early/late).

Mitigation: Conduct 30+ customer interviews in Weeks 1-4, build landing page waitlist, create low-fidelity prototype for validation, run concierge MVP with 10 pilot customers, define clear success metrics.

Metrics Tracking & Reporting Framework

Set up dashboards to monitor metrics weekly, monthly, and quarterly. Use tools like Mixpanel for analytics, Stripe for financial tracking, and custom dashboards for product metrics. Review metrics daily, weekly, and adjust tactics as needed.