Interactive Product Tooling
Prioritization & PM Interactive Tools
Product Managers evaluate trade-offs quantitatively. Use this live calculator to score feature backlogs with the RICE framework or inspect our metric evaluation checklists.
Interactive Product Tool
RICE Prioritization Calculator
Evaluate and rank feature backlogs with the Reach × Impact × Confidence ÷ Effort framework.
RICE = (R × I × C) / E
| Rank | Feature Name | Reach | Impact | Confidence | Effort | RICE Score | Action |
|---|---|---|---|---|---|---|---|
| #1 | Instant KYC Onboarding Flow | 15,000 | 2x | 90% | 2 mo | 13,500 | |
| #2 | Automated Monthly Analytics Export | 5,000 | 1x | 100% | 1 mo | 5,000 | |
| #3 | AI Natural Language Search Copilot | 8,000 | 3x | 80% | 4 mo | 4,800 |
HEART UX Metric Framework
Google's framework for measuring user experience quality at scale.
- Happiness: Net Promoter Score (NPS), Customer Satisfaction (CSAT).
- Engagement: Daily active time, feature adoption depth per user session.
- Adoption: % of new accounts enabling AI copilot feature within Day 7.
- Retention: Cohort D30 / D90 retention curve stability.
- Task Success: Onboarding completion time & drop-off error rate.
AARRR Growth Funnel Checklist
Dave McClure's pirate funnel metrics for product lifecycle growth.
- Acquisition: Organic search, SEO traffic, LinkedIn marketing teardowns.
- Activation: First "Aha!" moment achieved within 3 minutes of signup.
- Retention: Weekly email digest triggers & habit loop notifications.
- Revenue: Free-to-Paid subscription upgrade conversion rate.
- Referral: Viral K-factor & invite link incentives.