Product Marketing and GTM skill 05 of 13

Customer Research and Jobs-to-Be-Done Interviews SKILL.md

The Customer Research skill makes Claude, Codex or another AI agent plan and run research that product marketing can act on. It uses jobs-to-be-done switch interviews and the buying timeline, the four forces of progress, customer, lost prospect and churn interviews, surveys, review and sales call mining, unbiased interview guides and synthesis that turns findings into decisions.

customer-research-interviews/SKILL.md, version 1.0.0, 1,507 words.

Good product marketing is built on knowing customers better than competitors do: why they started looking, what they compared, what almost stopped them, what made them choose and what value they actually get. Surveys and analytics show patterns; interviews explain them. Yet many teams interview rarely, ask leading questions, talk only to happy customers and never turn findings into decisions.

This skill plans and runs customer research for product marketing: jobs-to-be-done (JTBD) switch interviews, customer and prospect interviews, surveys, review mining and synthesis into insights that change positioning, messaging, pricing and launches.

Operating principles

  1. Talk to the right people. Recent buyers, recent churners and lost prospects reveal more than long-time fans.
  2. Ask about past behaviour, not opinions. "Tell me about the day you started looking" beats "Would you use feature X?"
  3. Don't lead. Neutral questions, silence and follow-ups surface the real story.
  4. Synthesise into decisions. Research that doesn't change something wasn't worth doing.
  5. Keep a steady rhythm. A few interviews every month beat a big study once a year.

Research methods

MethodBest forWatch out for
JTBD switch interviewsWhy people buy and switch; triggers and anxietiesNeed recent buyers (last 90 days) for accurate recall
Customer interviewsValue received, use cases, languageBias towards happy customers
Lost prospect interviewsWhy you loseHard to recruit; offer incentives
Churn interviewsWhy customers leaveEmotional; keep them short
SurveysSize and frequency of patternsCan't explain why; question wording bias
Review mining (G2, Capterra, app stores, Amazon)Customer language, praise and complaintsSkewed towards extremes
Sales call recordingsObjections, questions, competitor mentionsSeller-led conversations

The JTBD timeline

JTBD switch interviews reconstruct the buying journey:

  1. First thought: when did they first realise the old way wasn't working?
  2. Passive looking: what did they notice without actively searching?
  3. Event that triggered active looking: what made it urgent?
  4. Active looking: what did they compare, and how?
  5. Deciding: what made them choose, and what almost stopped them?
  6. Consuming: what happened after they started using it?

Along the way, capture the four forces: push of the current situation, pull of the new solution, anxiety about the new solution and habit of the present.

When to use, and when not to

Use it before positioning or messaging work, when win rates change, before pricing changes, before launches, when entering new segments and as a continuous monthly practice.

Don't use it for usability testing of the product (product research teams handle that) or for statistical market sizing.

Inputs to ask for, in one message

  1. Research questions and the decisions they inform.
  2. Access to recent customers, lost prospects and churned customers.
  3. Existing research, reviews and sales call recordings.
  4. Budget for incentives and tools (scheduling, recording, transcription).
  5. Team members who can interview and synthesise.

Raw SKILL.md file

.md

This is the exact file agents read, including the credit header and licence notice. Save it as customer-research-interviews/SKILL.md.

---
name: customer-research-interviews
description: "Plan and run customer research for product marketing: jobs-to-be-done switch interviews and the buying timeline, the four forces, customer, lost prospect and churn interviews, surveys, review and sales call mining, recruiting, unbiased interview guides, synthesis with evidence and quotes, and insights turned into positioning, messaging, pricing and launch decisions. Use whenever someone asks about customer interviews, jobs to be done, JTBD, voice of customer research, why customers buy, interview questions, review mining or turning research into messaging."
license: CC-BY-4.0
metadata:
  author: Afeez Adebayo
  author_url: https://afeezadebayo.com
  author_linkedin: https://www.linkedin.com/in/afeez-adebayo/
  author_x: https://x.com/za_icon
  source: https://afeezadebayo.com/skills-md/marketing/product-marketing/customer-research-interviews/
  category: marketing
  subcategory: product-marketing
  version: "1.0.0"
  created: "2026-10-10"
  updated: "2026-10-10"
---

# Customer Research and Jobs-to-Be-Done Interviews

Good product marketing is built on knowing customers better than competitors do: why they started looking, what they compared, what almost stopped them, what made them choose and what value they actually get. Surveys and analytics show patterns; interviews explain them. Yet many teams interview rarely, ask leading questions, talk only to happy customers and never turn findings into decisions.

This skill plans and runs customer research for product marketing: jobs-to-be-done (JTBD) switch interviews, customer and prospect interviews, surveys, review mining and synthesis into insights that change positioning, messaging, pricing and launches.

## Operating principles
1. **Talk to the right people.** Recent buyers, recent churners and lost prospects reveal more than long-time fans.
2. **Ask about past behaviour, not opinions.** "Tell me about the day you started looking" beats "Would you use feature X?"
3. **Don't lead.** Neutral questions, silence and follow-ups surface the real story.
4. **Synthesise into decisions.** Research that doesn't change something wasn't worth doing.
5. **Keep a steady rhythm.** A few interviews every month beat a big study once a year.

## Research methods
| Method | Best for | Watch out for |
|---|---|---|
| JTBD switch interviews | Why people buy and switch; triggers and anxieties | Need recent buyers (last 90 days) for accurate recall |
| Customer interviews | Value received, use cases, language | Bias towards happy customers |
| Lost prospect interviews | Why you lose | Hard to recruit; offer incentives |
| Churn interviews | Why customers leave | Emotional; keep them short |
| Surveys | Size and frequency of patterns | Can't explain why; question wording bias |
| Review mining (G2, Capterra, app stores, Amazon) | Customer language, praise and complaints | Skewed towards extremes |
| Sales call recordings | Objections, questions, competitor mentions | Seller-led conversations |

## The JTBD timeline
JTBD switch interviews reconstruct the buying journey:
1. **First thought:** when did they first realise the old way wasn't working?
2. **Passive looking:** what did they notice without actively searching?
3. **Event that triggered active looking:** what made it urgent?
4. **Active looking:** what did they compare, and how?
5. **Deciding:** what made them choose, and what almost stopped them?
6. **Consuming:** what happened after they started using it?
Along the way, capture the four forces: push of the current situation, pull of the new solution, anxiety about the new solution and habit of the present.

## When to use, and when not to
Use it before positioning or messaging work, when win rates change, before pricing changes, before launches, when entering new segments and as a continuous monthly practice.

Don't use it for usability testing of the product (product research teams handle that) or for statistical market sizing.

## Inputs to ask for, in one message
1. Research questions and the decisions they inform.
2. Access to recent customers, lost prospects and churned customers.
3. Existing research, reviews and sales call recordings.
4. Budget for incentives and tools (scheduling, recording, transcription).
5. Team members who can interview and synthesise.

## Workflow

### Step 1. Define the decision
"We need to choose which segment to focus messaging on" or "We need to know why we lose to Competitor X."

### Step 2. Choose methods and participants
Usually 8 to 15 interviews per segment or question, mixing recent buyers, lost prospects and churners.

### Step 3. Recruit
Email from a real person, a clear purpose, 30 to 45 minutes, an incentive where appropriate and consent to record.

### Step 4. Interview
Use a discussion guide but follow the story; ask for specifics (dates, people, alternatives, numbers).

### Step 5. Capture
Record and transcribe with consent; note key quotes, triggers, alternatives, forces and outcomes.

### Step 6. Synthesise
Tag transcripts, cluster themes, count how often each appears and pull representative quotes.

### Step 7. Turn insights into decisions
For each insight: what it means, what we'll change, who owns it.

### Step 8. Share
A short readout with quotes and clips; a searchable repository for future work.

## Interview guide (JTBD switch, 40 minutes)
```
1. Context: role, team, what they were using before (5 min)
2. First thought: when did you first feel the old way wasn't working? (5 min)
3. Trigger: what happened that made you start looking seriously? (5 min)
4. Looking: what options did you consider? How did you compare them? (10 min)
5. Deciding: what made you choose? What nearly stopped you? Who else was involved? (10 min)
6. Using: what changed after you started? What surprised you? (5 min)
```

## Questions to avoid
| Avoid | Ask instead |
|---|---|
| "Would you pay for X?" | "Tell me about the last time you paid for something to solve this." |
| "Do you like our product?" | "What were you trying to get done when you signed up?" |
| "Was price an issue?" | "How did the decision get approved?" |
| "Would this feature help?" | "Walk me through how you handle that today." |

## Synthesis template
```
| Insight | Evidence (count, segments) | Representative quote | Implication | Decision | Owner |
```

## Continuous research rhythm
- Two to four interviews a month with recent buyers, alternating with lost prospects or churners.
- A shared repository with tags (segment, trigger, competitor, objection).
- A quarterly synthesis that feeds positioning, messaging and roadmap reviews.

## Consent and ethics
Ask for consent to record, explain how notes will be used, anonymise quotes unless participants agree to be named, store recordings securely and delete them according to your data policy. Never use research calls to sell.

Thank every participant and, where possible, tell them what changed because of their input.

## Edge cases and judgement calls
| Situation | What to do |
|---|---|
| Can't recruit lost prospects | Offer higher incentives; use a third party; mine sales notes |
| B2B buyers with little time | Shorter calls; schedule through sales relationships |
| Consumer products | More interviews, shorter sessions, plus surveys for scale |
| Founder-led research | Train interviewers to avoid selling during calls |
| Conflicting findings | Segment participants; the conflict often reveals two segments |

## Handoffs to related skills
- Positioning from insights: `positioning`
- Messaging with customer language: `messaging-framework`
- ICP and personas: `ideal-customer-profile`
- Win-loss programme: `win-loss-analysis`
- Pricing research: `pricing-packaging`
- Case studies from interviews: `case-studies-customer-proof`

## Worked example
A payroll software company believed customers chose it for price. Twelve switch interviews with customers who bought in the last 90 days showed the trigger was usually a payroll error that upset staff, and the deciding factor was confidence that payroll would be right every month, backed by automatic tax updates and a named support contact. Price came up only as a reassurance. Messaging shifted from "affordable payroll" to "payroll your team can trust, every month", the sales deck added error-prevention proof and the homepage tested the new message against the old, raising qualified sign-ups.

## Output format
```
# Customer research readout: <question>, <date>
## Decision this informs
## Participants (who, how many, segments)
## Key insights with evidence and quotes
## Buying journey and forces
## Decisions and owners
## Repository links
```

## Common mistakes
- Interviewing only happy customers.
- Asking hypothetical questions.
- Selling during interviews.
- Long reports nobody reads.
- Research with no decision attached.

## Questions to ask before you research
- What decision will this research inform?
- Who has the most recent, relevant experience?
- How will insights be shared and acted on?

## Self-check before you answer
- Is the research tied to a decision?
- Are participants a mix of buyers, lost prospects and churners?
- Are questions about past behaviour, not opinions?
- Are insights turned into decisions with owners?

## Further reading
- Bob Moesta, Demand-Side Sales 101 (2020)
- Rob Fitzpatrick, The Mom Test (2013)
- Clayton Christensen et al., Competing Against Luck (2016)

---
Created by Afeez Adebayo, Marketing, SEO & Growth Expert
Website: https://afeezadebayo.com
LinkedIn: https://www.linkedin.com/in/afeez-adebayo/
X: https://x.com/za_icon
Source: https://afeezadebayo.com/skills-md/marketing/product-marketing/customer-research-interviews/

Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). You may copy, share and adapt this skill, including for commercial use, as long as you credit Afeez Adebayo and link to the source URL above. Keep this notice in any copy or adapted version.

Workflow

Step 1. Define the decision

"We need to choose which segment to focus messaging on" or "We need to know why we lose to Competitor X."

Step 2. Choose methods and participants

Usually 8 to 15 interviews per segment or question, mixing recent buyers, lost prospects and churners.

Step 3. Recruit

Email from a real person, a clear purpose, 30 to 45 minutes, an incentive where appropriate and consent to record.

Step 4. Interview

Use a discussion guide but follow the story; ask for specifics (dates, people, alternatives, numbers).

Step 5. Capture

Record and transcribe with consent; note key quotes, triggers, alternatives, forces and outcomes.

Step 6. Synthesise

Tag transcripts, cluster themes, count how often each appears and pull representative quotes.

Step 7. Turn insights into decisions

For each insight: what it means, what we'll change, who owns it.

Step 8. Share

A short readout with quotes and clips; a searchable repository for future work.

Interview guide (JTBD switch, 40 minutes)

1. Context: role, team, what they were using before (5 min)
2. First thought: when did you first feel the old way wasn't working? (5 min)
3. Trigger: what happened that made you start looking seriously? (5 min)
4. Looking: what options did you consider? How did you compare them? (10 min)
5. Deciding: what made you choose? What nearly stopped you? Who else was involved? (10 min)
6. Using: what changed after you started? What surprised you? (5 min)

Questions to avoid

AvoidAsk instead
"Would you pay for X?""Tell me about the last time you paid for something to solve this."
"Do you like our product?""What were you trying to get done when you signed up?"
"Was price an issue?""How did the decision get approved?"
"Would this feature help?""Walk me through how you handle that today."

Synthesis template

| Insight | Evidence (count, segments) | Representative quote | Implication | Decision | Owner |

Continuous research rhythm

  • Two to four interviews a month with recent buyers, alternating with lost prospects or churners.
  • A shared repository with tags (segment, trigger, competitor, objection).
  • A quarterly synthesis that feeds positioning, messaging and roadmap reviews.

Ask for consent to record, explain how notes will be used, anonymise quotes unless participants agree to be named, store recordings securely and delete them according to your data policy. Never use research calls to sell.

Thank every participant and, where possible, tell them what changed because of their input.

Edge cases and judgement calls

SituationWhat to do
Can't recruit lost prospectsOffer higher incentives; use a third party; mine sales notes
B2B buyers with little timeShorter calls; schedule through sales relationships
Consumer productsMore interviews, shorter sessions, plus surveys for scale
Founder-led researchTrain interviewers to avoid selling during calls
Conflicting findingsSegment participants; the conflict often reveals two segments
  • Positioning from insights: positioning
  • Messaging with customer language: messaging-framework
  • ICP and personas: ideal-customer-profile
  • Win-loss programme: win-loss-analysis
  • Pricing research: pricing-packaging
  • Case studies from interviews: case-studies-customer-proof

Worked example

A payroll software company believed customers chose it for price. Twelve switch interviews with customers who bought in the last 90 days showed the trigger was usually a payroll error that upset staff, and the deciding factor was confidence that payroll would be right every month, backed by automatic tax updates and a named support contact. Price came up only as a reassurance. Messaging shifted from "affordable payroll" to "payroll your team can trust, every month", the sales deck added error-prevention proof and the homepage tested the new message against the old, raising qualified sign-ups.

Output format

# Customer research readout: <question>, <date>
## Decision this informs
## Participants (who, how many, segments)
## Key insights with evidence and quotes
## Buying journey and forces
## Decisions and owners
## Repository links

Common mistakes

  • Interviewing only happy customers.
  • Asking hypothetical questions.
  • Selling during interviews.
  • Long reports nobody reads.
  • Research with no decision attached.

Questions to ask before you research

  • What decision will this research inform?
  • Who has the most recent, relevant experience?
  • How will insights be shared and acted on?

Self-check before you answer

  • Is the research tied to a decision?
  • Are participants a mix of buyers, lost prospects and churners?
  • Are questions about past behaviour, not opinions?
  • Are insights turned into decisions with owners?

Further reading

  • Bob Moesta, Demand-Side Sales 101 (2020)
  • Rob Fitzpatrick, The Mom Test (2013)
  • Clayton Christensen et al., Competing Against Luck (2016)

When to use this skill, and when not to

Use it before positioning or messaging work, when win rates change, before pricing changes and launches, when entering new segments and as a continuous monthly habit.

Surveys and analytics show patterns; interviews explain them. Yet many teams interview rarely, ask leading questions, talk only to happy customers and never turn findings into decisions. The skill fixes all four.

Don’t use it for product usability testing or statistical market sizing.

Example prompts

  • “Write a JTBD interview guide for recent buyers.”
  • “Why do customers really choose us? Plan the research.”
  • “Recruit lost prospects for interviews.”
  • “Synthesise these 12 interview transcripts into insights.”
  • “Mine our G2 reviews for customer language.”

Example output

The skill returns a fixed structure. A shortened example for an imaginary site:

# Customer research readout: why customers buy payroll software, 11 October 2026

Participants: 12 buyers from the last 90 days
Trigger: a payroll error that upset staff (9 of 12)
Deciding factor: confidence payroll is right every month
Price: mentioned only as reassurance (3 of 12)

Decision: shift messaging from 'affordable payroll' to 'payroll your team can trust'

Every insight is counted across participants and tied to a decision with an owner, because research that changes nothing was not worth running.

What the agent needs from you

The skill asks for research questions and the decisions they inform, access to recent customers, lost prospects and churned customers, existing research, reviews and call recordings, budget for incentives and tools, and team members who can interview.

How this skill hands off to related skills

Research feeds the whole set: Positioning, customer language for Messaging, personas in ICP, the Win-Loss programme, Pricing research and stories for Customer Proof.

How to run Customer Research and JTBD Interviews step by step

  1. Install the skill as customer-research-interviews/SKILL.md.
  2. Write the decision the research informs.
  3. Choose methods and participants.
  4. Recruit with the request template and incentives.
  5. Interview, record and tag with consent.
  6. Synthesise into decisions and share the readout.

Situations this skill handles

Research needs vary. The skill handles these situations:

SituationWhat the skill does
Can’t recruit lost prospectsHigher incentives, third parties, sales notes
Busy B2B buyersShorter calls through sales relationships
Consumer productsMore, shorter interviews plus surveys
Founder-led researchTraining to avoid selling
Conflicting findingsSegments participants
Little timeReview and call mining first

What makes this skill different

Most customer research asks what people think of a product. This skill reconstructs what they actually did: what triggered the search, what they compared, what nearly stopped them and what made them choose.

It interviews the people who teach the most (recent buyers, lost prospects and churners) and ends every study with decisions and owners.

Practical tips from real projects

  • Past behaviour, not opinions.
  • Talk to recent buyers and lost prospects.
  • Never sell during research.
  • Every insight gets a decision.

A worked example: a payroll software company believed customers chose it for price. Twelve switch interviews showed the trigger was usually a payroll error that upset staff, and the deciding factor was confidence that payroll would be right every month. Price came up only as reassurance. Messaging shifted to payroll your team can trust, the deck added error-prevention proof and a homepage test raised qualified sign-ups.

The JTBD timeline has six stages: the first thought that the old way wasn’t working, passive looking, the event that triggered active looking, active comparison of options, the decision and early use. Along the way the interviewer captures four forces: the push of the current situation, the pull of the new solution, anxiety about switching and the habit of the present way. These forces explain why some prospects buy quickly while others stall for months.

Methods have different strengths. Switch interviews explain buying and switching. Customer interviews reveal value received and the words customers use. Lost prospect interviews explain losses. Churn interviews explain departures. Surveys show how common patterns are. Review mining gives customer language at scale. Sales call recordings show objections and competitor mentions. Combining two or three gives both depth and breadth.

Synthesis uses a simple table: insight, evidence (how many participants and which segments), a representative quote, the implication, the decision and its owner. A steady rhythm of two to four interviews a month, a shared repository and a quarterly synthesis keeps product marketing close to customers all year.

The JTBD timeline has six stages: the first thought that the old way was failing, passive looking, the event that triggered active looking, active comparison of options, the decision and early use. Along the way the interviewer captures four forces: the push of the current situation, the pull of the new solution, anxiety about switching and the habit of the present way. These forces explain why some prospects buy quickly while others stall for months.

Methods have different strengths. Switch interviews explain buying and switching. Customer interviews reveal value received and the words customers use. Lost prospect interviews explain losses. Churn interviews explain departures. Surveys show how common patterns are. Review mining gives customer language at scale. Sales call recordings show objections and competitor mentions. Combining two or three gives both depth and breadth.

Synthesis uses a simple table: insight, evidence (how many participants and which segments), a representative quote, the implication, the decision and its owner. A steady rhythm of two to four interviews a month, a shared repository and a quarterly synthesis keeps product marketing close to customers all year.

Consent comes first: participants agree to recording, know how notes will be used and see quotes anonymised unless they agree to be named. Recordings are stored securely and deleted according to your data policy, and every participant is thanked, ideally with a note on what changed because of their input.

Frequently asked questions

An interview that reconstructs how someone came to buy: first thought, trigger, active looking, decision and early use, capturing the forces that pushed and held them back.

Recent buyers, lost prospects and churned customers, not only long-time fans.

Usually 8 to 15 per segment or question, until new interviews stop adding new themes.

Hypothetical and leading questions such as “Would you pay for X?”. Ask about past behaviour instead.

A short request from someone outside sales, a clear purpose, 20 to 30 minutes and an incentive or donation.

A short readout with quotes and clips, plus a searchable repository tagged by segment, trigger and objection.

Changelog

  • 1.0.0, 10 October 2026: first release.

Use, adapt and share this skill under CC BY 4.0: credit Afeez Adebayo and link to this page.