Teresa Torres on continuous discovery in B2B, AI prototypes, and synthetic personas
Torres on camera about where AI fits in discovery, including the synthetic-user debate.
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How can AI help me understand my customers: interview analysis, synthesis, and user research?
AI's superpower here is synthesis: feed it interview transcripts, support tickets and sales calls and it finds patterns across dozens of conversations in minutes, work that used to take weeks. The discipline that keeps it honest is forcing the AI to quote customers' exact words and to surface contradictions instead of smoothing them over. AI-moderated interviews and synthetic personas can extend your reach, but they complement talking to real customers, never replace it.
Go deeper
18 resources.
24 Hours Inside a YC AI Startup (Outset)
Inside the YC company using AI to help teams understand their users better.
Watch on YouTube youtube.com →Teresa Torres on how to interview customers (Lenny's Podcast)
The foundational interviewing craft your AI synthesis is only as good as.
Listen on Spotify open.spotify.com →How I AI (show hub): practical AI workflows from top operators
A running feed of screen-shared research workflows, prompts included.
Open lennysnewsletter.com →Customer Interview Analysis: Where AI Helps and Hurts
The continuous-discovery authority draws the precise line between AI leverage and AI damage.
Open producttalk.org →How to do AI analysis you can actually trust
A user-research veteran's workflow that forces exact quotes and catches contradictions.
Open lennysnewsletter.com →How AI Helps Scale Qualitative Customer Research
The credibility-stamped case for AI-scaled qual research, useful for convincing skeptics.
Open hbr.org →AI Analysis & Synthesis for UX Research: A 6-Step Pipeline
Separates per-interview analysis from cross-interview synthesis, the step most people botch.
Open greatquestion.co →Putting AI customer research tools to the test
A design studio benchmarks the tools against human researchers and reports the gaps.
Open ustwo.com →30+ AI Tools for Every Phase of UX Research
The definitive tool map from recruiting through synthesis, updated regularly.
Open userinterviews.com →Research Synthesis Report 2025: AI, Methods & Time Investment
Survey data on how teams actually use AI in synthesis and the time it saves.
Open lyssna.com →AI-Moderated Interviews: How They Work, When to Use Them, and What They Replace
An honest map of what AI moderation matches humans on and what it cannot do.
Open getperspective.ai →Synthetic Founders: AI-Generated Social Simulations for Startup Validation Research
The research frontier on simulating customers, and why to stay skeptical of it.
Open arxiv.org →AI Just Made Product Discovery 10x Faster (Here's the Exact Process)
A documented 6-weeks-to-8-days discovery compression, step by step.
Open aakashgupta.medium.com →How top PMs increase their leverage with AI
Includes conversational data querying and research patterns from the best PMs.
Open lennysnewsletter.com →How I AI: Teresa Torres uses Claude Code as her research and writing system
Torres's actual day-to-day setup for automating research legwork.
Open lennysnewsletter.com →How I AI: CEO turned 25,000 hours of sales calls into a self-learning GTM engine
The most ambitious version of customer-conversation mining you can steal ideas from.
Open lennysnewsletter.com →Outset: AI-moderated research platform
Run 50 problem interviews in a weekend; the leading AI-moderated interview tool.
Open outset.ai →More in Search & Research
- Why use AI (ChatGPT, Perplexity, Claude, deep research modes) instead of Google? 18 →
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- Which AI research tool should I actually use: ChatGPT, Claude, Gemini, Perplexity, or Grok? 18 →
- How do I write research prompts that get consistently better answers? 18 →
- How do founders use AI for market research and market sizing (TAM/SAM/SOM)? 18 →
- How do I use AI for competitor research and ongoing competitor monitoring? 18 →
- How do I get my startup recommended and cited in AI answers (AEO/GEO)? 17 →
- How do I use NotebookLM to research my own documents, notes, and transcripts? 19 →
- What can AI agents and agentic browsers (ChatGPT agent, Comet, Operator) do for my research, and are they worth it? 19 →
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- Is it safe to paste confidential company data into AI tools while researching? 19 →
Also in Starting Up
The same ground, over in Understand your customers, our Starting Up track.
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