Stop Building the Wrong Thing
No more gut-feel roadmaps. No endless user research cycles. No building features nobody wants.
No more guessing.
No endless surveys.
No building the
wrong thing.
42% of startups fail because they build something nobody wants. PocketPM turns customer conversations into prioritized features— with evidence you can actually trust.
How We Prioritize Features
RICE scoring—backed by evidence from your actual customers
RICE = (Reach × Impact × Confidence) / Effort
R
Reach
How many users?
1,000 users
I
Impact
Value per user (0.25-3)
2 = high
C
Confidence
How sure are we? (0-100%)
80%
E
Effort
Person-weeks
3 weeks
Example: Quick Setup Wizard
(1000 × 2 × 0.8) / 3 = 0
→ Higher score = build this first. Evidence beats opinions.
AI turns interviews into insights
A human-AI analyst, orders of magnitude more effective.
PocketPM listens to your customer calls—transcribing, extracting themes, and finding the patterns humans miss.
Why it matters: Skip the 10-hour synthesis sessions.
Recording in progress
12:34 • Interview with Sarah (Startup PM)
Live Transcript
Sarah: The onboarding takes forever. I just want to get started quickly.
You: What would "quickly" mean to you?
Sarah: Like, 3 clicks max. Not 10 screens of settings.
Pain Point Detected
"Onboarding too complex" — 8th mention this week
Prioritization that explains itself
Every score links to direct customer quotes.
See exactly why a feature matters—and to whom. No more 'trust me' roadmaps.
Why it matters: Defend your priorities to stakeholders with data.
| Feature | R | I | C | E | Score |
|---|---|---|---|---|---|
Quick Setup Wizard 12 evidence quotes | 1k | 2 | 80% | 3 | 533 |
Export to Notion 8 evidence quotes | 800 | 1.5 | 70% | 2 | 420 |
Dark Mode 6 evidence quotes | 600 | 1 | 90% | 1 | 540 |
Why "Quick Setup" ranks #1
"The onboarding takes forever. I just want to get started quickly."
— Sarah, PM at TechCo (Interview #47)
Everywhere product decisions get made
PocketPM lives in your Slack—ask 'what should we build next?' and get answers.
No context-switching. No new tabs. Your product decisions happen where your team already works.
Why it matters: Keep building, not alt-tabbing.
sarah · 2:34 PM
users keep asking about dark mode
mike · 2:35 PM
@pocketpm what should we build next?
PocketPM · 2:35 PM
Based on 47 customer interviews:
1. Quick setup wizard (RICE 533)
2. Export to Notion (RICE 421)
3. Dark mode (RICE 398)
Stay on the frontier
Access the best models
Choose between Claude Sonnet, GPT-4.5, and more for analysis.
Explore modelsComplete context understanding
PocketPM understands your entire feedback corpus—transcripts, tickets, usage data.
Learn more127 interviews
2,340 data points
47 unique sources
Ship to any agent
Export ready-to-use prompts for Cursor, Claude Code, or any coding assistant.
See integrations// Export
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