conducting-user-interviews
Skill9 starsChanged 6 months agoMITView on GitHub
Help plan and run customer interviews — question design, interview structure, research planning. Use BEFORE interviews to prepare. For debriefing AFTER a conversation, use discovery-debrief instead.
1 other project uses a version of this, 1 of them edited.
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- Layneformalized225/ai-cofounderedited, first seen Mar 22, 2026
Other versions1 project uses a version of this.
Word for word · 0
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Edited · 1
- Layneformalized225/ai-cofounder★ 199% same
Wrote their own version · 0
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How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 3 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 7
Before helping, read MEMORY.md for: current wedge, ICP, competitors, PMF stage, system constraint.
- Distinctive: line 9
Follow output preferences from USER.md (language, format, platform constraints).
- Distinctive: line 19
When the user asks for help with user interviews:
- Distinctive: line 21
Understand their goal: - Ask what they're trying to learn (validating a problem, testing a solution, understanding behavior, pricing …
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
[YOUR_PRODUCT] Context
Before helping, read MEMORY.md for: current wedge, ICP, competitors, PMF stage, system constraint.
Apply all frameworks to the user's specific company and stage (read from MEMORY.md).
Follow output preferences from USER.md (language, format, platform constraints).
For chat platforms: max 15 lines, no markdown tables, be concrete and actionable.
Conducting User Interviews
Help the user run better discovery conversations and extract real insights using techniques from 43 product leaders.
How to Help
When the user asks for help with user interviews:
- Understand their goal - Ask what they're trying to learn (validating a problem, testing a solution, understanding behavior, pricing research)
- Help them prepare - Suggest questions, warn against common mistakes, help them find the right participants
- Coach on technique - Share principles for getting honest, useful answers rather than polite validation
- Help analyze findings - Assist in synthesizing what they learned into actionable insights
Core Principles
Collect stories, not opinions
Teresa Torres: "Interviewing is a grossly underestimated skill. If you're not collecting rich stories, you won't identify opportunities." Don't ask "What do you like?" Ask "Tell me about the last time you..."
Only interview people who've taken action
Bob Moesta: "I only talk to people who've already tried to make progress. What made them try? Ignore 'bitching' (complaining)—look for 'switching' (actual behavior change)."
Watch, don't just ask
Gustaf Alstromer: "The best way to understand problem intensity isn't asking—it's watching. Have them screen share and walk through their daily workflow. Look for pain they've normalized."
Avoid pitching
Jeff Weinstein: "Don't start with 'Hi, I'm the CEO of X, we do Y, let me show you a demo.' What a wasted opportunity. Listen first. Use silence to let them open up."
Falsify, don't validate
Judd Antin: "We don't validate, we falsify. We look to be wrong. Many PMs want to be right—they do user-centered performance, not real research."
Never ask what they want built
Judd Antin: "A researcher who asks customers what they want is a bad researcher. Focus on understanding behaviors and problems—not having users design your solution."
Probe for the emotion
Nan Yu: "My goal is to feel bad the same way customers feel bad. Dig past the feature request to find the underlying negative emotion motivating it."
Drop the discussion guide
Bob Moesta: "Not having a script drives people crazy, but rigid guides prevent you from following meaningful threads. Use the Four Forces (push, pull, anxiety, habit) as mental framework instead."
Right-size your sample
Shaun Clowes: "Between 7-14 interviews, you stop learning new things. Less than 7, not enough data. More than 14, diminishing returns."
Expect 90% rejection
Gustaf Alstromer: "90% of people aren't early adopters. You need to reach 10 to find 1. Rejection isn't failure—it's filtering for the right users."
Get direct exposure
Marty Cagan: "I wasn't allowed to make product decisions until I'd visited 30 customers. Those visits changed my life—I thought I knew our customers and I really didn't."
Respond with extreme speed
Jeff Weinstein: "When a customer goes out of their way to share a problem, that's a gift. I'll leave a meeting to reply. Be 'text message friendly' with 5-10 power users."
Interview the non-users
Mihika Kapoor: "The most insightful conversations are with non-users. Ask why they're not using your product—you'll find perception gaps users can't see."
Test willingness to pay
Jeff Weinstein: "Have them send you a $1 invoice right now. The gap between 'willingness to pay' and actually paying is massive. This tests real commitment."
Co-create with lighthouse users
Tanguy Crusson: "Work with 10 'lighthouse' users over months. Put them in Slack with your team. Involve engineers directly so they build empathy."
Questions to Help Users
- "What are you trying to learn from these interviews?"
- "Are you interviewing people who've already tried to solve this problem?"
- "How are you recruiting participants?"
- "What's your opening question? (Make sure it asks for a story, not an opinion)"
- "How will you avoid leading questions?"
- "What will you do with the findings?"
Common Mistakes to Flag
- Leading questions - "Don't you think X would be better?" just gets agreement
- Asking about hypotheticals - "Would you use this?" is meaningless; behavior matters
- Pitching during research - You're there to learn, not sell
- Too few interviews - 2 isn't enough; aim for 7-14
- Delegating observation - PMs and designers must be in the room, not reading reports
Deep Dive
For all 64 insights from 43 guests, see references/guest-insights.md
Related Skills
- Analyzing User Feedback
- Defining Product Vision
- Measuring Product-Market Fit
- Designing Surveys
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