Product Discovery with AI

Use AI to accelerate user research, synthesize feedback, and prioritize what to build.

By Serge HallmiddleworkflowUpdated Apr 24, 2026, 9:24 PM
published

What this skill covers

Overview

A product skill for PMs and founders: automate interview synthesis, cluster user feedback, run AI-assisted prioritization frameworks, and generate insight reports — all without losing the human signal.

Steps & content

3 items
01

Automating User Research

Set up AI pipelines that process interviews, surveys, and support tickets at scale.

Transcribe interviews, extract quotes, tag themes, and surface patterns — automatically, so you spend time on insight rather than cleanup.

02

Synthesizing Feedback

Cluster and rank user signals from multiple sources into a single prioritized view.

Combine App Store reviews, Intercom tickets, NPS comments, and sales call notes into one AI-generated digest your whole team can act on.

03

AI-Assisted Prioritization

Score and rank features using RICE, ICE, or custom frameworks — augmented by AI.

Feed your backlog into an AI model with your scoring rubric and get a ranked list with reasoning. Learn to validate and override AI scores with domain knowledge.

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