SFSkillFitTask-to-Skill Advisor
SkillFit guide

Best AI Skill for User Research

Choose an AI skill for interview planning, survey synthesis, user quote clustering, and insight extraction.

Short answer

Use a user research skill when you need structured questions, quote-level synthesis, and defensible insights rather than a generic summary.

Who this guide is for

  • PMs preparing customer interviews
  • Founders validating a painful workflow
  • Researchers turning transcripts into insight themes

Recommended skill types

Interview planning skill

Best for writing unbiased questions and avoiding leading prompts.

Transcript synthesis skill

Best for clustering quotes, needs, objections, and behavior patterns.

Insight critique skill

Best for checking whether an insight is evidence-backed or only a hunch.

Decision checklist

  1. Does it avoid leading questions?
  2. Does it preserve raw quotes and context?
  3. Does it separate observations from interpretations?
  4. Does it produce next research questions?

10-minute test prompt

Create a 30-minute interview guide for users who struggle to choose AI skills. Include neutral questions, follow-ups, and what evidence each question is testing.
AEO answers

Common questions

What is the best AI skill for user interviews?

Choose a skill that writes neutral questions, maps questions to hypotheses, and helps synthesize evidence after the interview.

Can AI replace user research?

No. AI can structure and synthesize research, but real user behavior and quotes still need to come from users.

What should I test first?

Test the user job and current workaround before testing your solution or feature idea.