From Customer Voice to
Agent-Ready Product Specs

CoPM is an agentic PM tool that transforms raw customer feedback into prioritized opportunities and development-ready specifications — with you in control at every step.

app.copm.ai

Signals

42

Themes

6

Opportunities

9

Pipeline Progress5/7 stages
UX Friction
8 signals
Missing Collab
5 signals

From raw feedback to shipped features in 3 steps

CoPM's agentic pipeline handles classification, synthesis, and spec generation — you make the decisions.

1

Collect

Paste feedback, upload files, or auto-collect from GitHub and GA. AI classifies each signal, checks for duplicates and contradictions.

2

Analyze & Decide

AI synthesizes signals into themes with layer analysis and checkpoints. Generate RICE-scored opportunities with impact-effort and trade-off views.

3

Spec & Ship

Generate specs with PM/Engineer/Designer review, or use Quick Spec for fast paths. Break into tasks and export to GitHub, agent prompts, or Markdown.

The complete PM pipeline

Seven stages from signal to shipped feature — with agentic AI that you control at every checkpoint.

Dashboard

Pipeline progress summary, auto-collect status, and recent signals/opportunities/decisions at a glance.

Setup

Enter product context, connect GitHub/GA/competitors/webhooks, and set goals.

Collect

Input signals (paste/upload/auto-collect), classify types, check duplicates, and detect contradictions.

Analyze

Synthesize signals into themes, run layer analysis and challenges, confirm at checkpoints.

Decide

Generate opportunities, review RICE/impact-effort/trade-offs, and select top opportunities.

Execute

Generate, review, and edit specs for selected opportunities. Quick Spec available for fast paths.

Ship

Generate task lists, export to GitHub/prompts/Markdown, and handle shipping.

Supporting Tools

Roadmap, Meeting Notes, Decision Journal, Templates, and Outcome Tracker reinforce and extend the pipeline.

Two modes. One powerful tool.

Improve an existing product or validate a new idea — CoPM adapts to your workflow.

Feature Mode

7-Stage Pipeline

For existing products. Centralize feedback, analytics, and code context to decide, spec, and ship the right feature.

  • Dashboard — Pipeline progress summary, auto-collect status, recent signals/opportunities/decisions overview
  • Setup — Enter product context, connect GitHub/GA/competitors/webhooks, set goals
  • Collect — Input signals (paste/upload/auto-collect), classify/deduplicate/detect contradictions
  • Analyze — Synthesize signals into themes, run layer analysis/challenges, confirm at checkpoints
  • Decide — Generate opportunities, review RICE/impact-effort/trade-offs, select top opportunities
  • Execute — Generate/review/edit specs for selected opportunities. Quick Spec for fast paths
  • Ship — Generate task lists, export to GitHub/prompts/Markdown, handle shipping
  • Supporting Tools — Roadmap, Meeting Notes, Decision Journal, Templates, Outcome Tracker reinforce the pipeline
Reduce churn. Ship the right features.
1

Dashboard

Pipeline progress summary, auto-collect status, recent signals/opportunities/decisions overview

2

Setup

Enter product context, connect GitHub/GA/competitors/webhooks, set goals

3

Collect

Input signals (paste/upload/auto-collect), classify/deduplicate/detect contradictions

4

Analyze

Synthesize signals into themes, run layer analysis/challenges, confirm at checkpoints

5

Decide

Generate opportunities, review RICE/impact-effort/trade-offs, select top opportunities

6

Execute

Generate/review/edit specs for selected opportunities. Quick Spec for fast paths

7

Ship

Generate task lists, export to GitHub/prompts/Markdown, handle shipping

See It by Section

A visual tour of what you'll experience in each mode. Click any step to preview.

1

Dashboard

Pipeline progress, auto-collect status, and recent activity at a glance.

Signals

42

Themes

6

Opps

9

Pipeline progress4/7
Auto-collectLast sync: 2h ago
GitHubGACompetitors

Built for How PMs Actually Work

Not another AI chatbot. A purpose-built pipeline that transforms raw customer feedback into development-ready specifications.

Agentic AI, Not a Chatbot

A multi-step AI agent that plans research, runs tools, checks its own work, and produces structured deliverables. Not a chat window — a pipeline that thinks.

You Stay in Control

Review, edit, redo, or stop at every checkpoint. Every decision is logged automatically. Your expertise always overrides the AI.

Evidence, Not Opinions

Every recommendation traces back to real customer quotes. RICE scoring grounds prioritization in data: Reach, Impact, Confidence, Effort.

Two Modes, One Tool

Feature Mode for existing products — find the next feature to ship. New Product Mode for new ideas — validate before you build. Same powerful engine.

From Signal to Sprint in Minutes

Paste customer feedback, and the AI pipeline produces themes, opportunities, specs, and developer tasks. What takes days now takes minutes.

Shareable Artifacts at Every Step

Each pipeline step produces a shareable deliverable: problem briefs, market reports, PRDs, task lists. Keep stakeholders aligned without extra work.

Start turning feedback into specs in 5 minutes

Start for free. No credit card required.

CoPM — AI-Powered Product Management