AI-Powered Product Management

Your Personal
Product Manager

CoPM turns user feedback into prioritized features and development-ready specs with AI. You stay in control at every step.

Explore the Pipeline

Problem DiscoveryComplete
Problem Strength Score8.2/10

9

Severity

8

Frequency

7

Urgency

9

Willingness

Problem Brief

Problem

Product teams waste 40% of sprint capacity on manual signal triage

Persona

Mid-market PM leads managing 5-15 person teams

Hypothesis

An AI agent that auto-classifies and prioritizes signals can recover lost sprints

Alternatives

Productboard ($$$), Aha! (complex), manual spreadsheets

AI generated 4 follow-up questions — all answered

Market ValidationStrong Go
Strong Go

Large market, clear gaps, low barriers

82

Market: 9

Competition: 7

Timing: 8

PMF: 8

Market Size

TAM
Global PM software
$12.4B
SAM
AI-powered PM tools
$3.1B
SOM
Mid-market AI PM
$180M
CompetitorAIUXPrice
ProductboardLowGood$$$
Aha!NoneComplex$$
LinearBasicGreat$

PMF Gaps Found

No agentic AIManual signal triagePoor RICE scoringNo auto-collect
Solution ExplorationDirection Chosen
AI Prioritization EngineSelected
92

Agentic AI auto-classifies signals, RICE-scores features, generates PRDs

Market Fit9/10
Feasibility8/10
Uniqueness9/10
4 weeks
Collaborative Scoring Board
78

Real-time team scoring with manual RICE inputs and voting

Market Fit7/10
Feasibility9/10
Uniqueness5/10
3 weeks
Automated Feedback Loop
65

Integration-first approach: pull from tools, simple dashboard

Market Fit6/10
Feasibility9/10
Uniqueness4/10
2 weeks

Elevator Pitch

For PM leads drowning in unstructured feedback, CoPM is an AI agent that turns raw signals into shipped features — automatically.

MVP Spec
PMEng

Core Hypothesis

AI-classified signals with RICE scoring saves PMs 10+ hours/week vs manual triage.

User Journey

Paste feedback
AI classifies
View themes
Score opps
Get spec

Key Screens

Signal Input

Theme View

RICE Board

Spec Editor

Tech Stack

FrontendNext.js + Tailwind
BackendSupabase + Edge
AIGPT-4o + pgvector
DeployVercel

Success Metrics

10h/week

Time saved

> 85%

Accuracy

> 60%

Adoption

Build — Dev Tasks14 tasks · 52h
Sprint 124hSprint 220hBacklog8h
#1
Project scaffold + CI/CDP0S3h
#2
Supabase schema + RLS policiesP0M4h
#3
Auth flow (Google + GitHub)#1P0M5h
#4
Signal input + AI classification#2P0L8h
#5
Theme synthesis pipeline#4P0L6h
#6
RICE scoring engine#5P1M4h
#7
Spec generator + 3-tier review#6P1L8h
#8
Export (GitHub/Markdown)#7P2M4h
Go-to-Market StrategyReady to Launch

Positioning Statement

For PM leads who waste sprint capacity on manual triage, CoPM is the AI-powered PM agent that turns raw feedback into shipped features — automatically.

Starter

Free

5 signals/mo

1 project

Pro

$29/mo

Unlimited signals

Auto-collect

5 projects

Team

$79/mo

Everything in Pro

10 seats

Priority support

Launch Channels

Product HuntReach: HighEffort: Med
Hacker NewsReach: HighEffort: Low
PM CommunitiesReach: MedEffort: Low
Email LaunchReach: MedEffort: Med

Launch Checklist

Landing page liveTech
PH launch post draftedMarketing
Early adopter list (50+)Ops
Launch email sequence readyMarketing
Analytics + conversion trackingTech

Problem

Define the problem, persona, and hypothesis. AI scores problem strength.

Built for How PMs Actually Work

Agentic AI, Not a Chatbot

A multi-step AI agent that plans, researches, checks its own work, and produces structured deliverables.

You Stay in Control

Review, edit, redo, or stop at every checkpoint. Your expertise always overrides the AI.

Evidence, Not Opinions

Every recommendation traces back to real customer quotes and RICE scoring.

Two Modes, One Tool

Feature Mode for existing products. New Product Mode for new ideas. Same powerful engine.

Signal to Sprint in Minutes

Paste feedback and the AI produces themes, features, specs, and tasks.

Artifacts at Every Step

Problem briefs, market reports, PRDs, task lists. Keep stakeholders aligned without extra work.

Start turning feedback into specs

Free to start.

CoPM — AI-Powered Product Management