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Problem research skill
Customer Pain Point AnalystFind the unmet need creating real demand.
Find recurring customer pain points and distinguish costly unmet demand from complaints, preferences, and online noise.
KLINKO / SKILL MAPMarket validation
Direct answer
What is Customer Pain Point Analyst?
Customer Pain Point Analyst finds recurring customer problems and evaluates whether they create meaningful demand. It separates a complaint from a costly obstacle by examining frequency, severity, context, existing workarounds, switching behavior, and consequences—while preserving the customer language that makes the problem recognizable.
Use it in Codex or Claude Code
Connect once. Ask in natural language.
Klinko Skills run through the authenticated Klinko MCP. Add your API key once, connect the MCP client, and use this Skill without learning a command language.
Connect Klinko MCP
Follow the GitHub installation guide to add Klinko MCP to Codex or Claude Code.
Run Customer Pain Point Analyst
Describe the market question directly; the Skill applies a consistent research standard and output.
ENV
KLINKO_MCP_API_KEYThe Free plan includes a one-time balance of 200 credits. View pricing. Never place the API key in prompts, logs, or a public repository.
What this skill helps you decide
Find the unmet need creating real demand.
Use it when teams have a long feature wishlist but no agreement about which problem matters. The skill creates a problem hierarchy tied to evidence and action.
Inside the skill
Customer Pain Point Analyst research process
Inputs
- Audience and problem domain
- Reviews, discussions, notes, or signal set
- Current alternatives
- Decision the analysis must support
Decision process
- 01
Cluster problem episodes
Group concrete situations and consequences rather than matching isolated keywords.
- 02
Assess demand strength
Compare frequency, severity, workaround cost, urgency, and intent to change.
- 03
Translate pain into a decision
Prioritize problems and state which product or research action each one supports.
Outputs
- Ranked pain-point hierarchy
- Context, consequence, and customer language
- Workarounds and unmet needs
- Product hypotheses and validation questions
Natural-language guide
Start with one market question
Use the complete question, then ask for evidence boundaries and the next test. The Skill keeps the research path consistent while the market question changes.
What recurring problems make independent ecommerce operators change inventory tools?
Separate conclusions supported by public evidence from inferences, and show what information is still missing.
What new evidence is most likely to change the recommendation, and what should I validate next?
Worked example
Market question
QUESTIONWhat recurring problems make independent ecommerce operators change inventory tools?
What the skill clarifies
The analysis may distinguish routine annoyance from high-consequence failures such as stockout surprises, unreliable reorder timing, and manual reconciliation before a cash decision.
Recommended actions- Design around the costly episode, not the broad topic
- Use exact customer language in validation
- Check whether the workaround is painful enough to replace
- Feature requests are numerous and contradictory
- Marketing language describes benefits but not the triggering problem
- You need to prioritize a problem before designing a solution
- Complaint volume can be amplified by platform dynamics.
- Severity and willingness to change must be validated separately.
FAQ
Questions about this skill
What makes a pain point commercially meaningful?
It recurs in a defined context, creates a real consequence, triggers a workaround, and can motivate a change.
Does sentiment equal pain?
No. Negative sentiment can reflect preference or a one-off event without a recurring job or buying consequence.
What does the skill preserve?
The situation, consequence, workaround, source context, contradictory evidence, and customer language.
Can I use Customer Pain Point Analyst with Codex and Claude Code?
Yes. Customer Pain Point Analyst supports Codex CLI, the Codex desktop app, and Claude Code, using Klinko MCP for market evidence.
Continue your research
Use the right skill for the market decision in front of you.
Connect Klinko to Codex or Claude Code, then start with a focused market question.