AI Interview Summary Tool for PMMs & UX Researchers

AI Interview Summary Tool for PMMs & UX Researchers

The AI Interview Summary Tool is designed for Product Marketing Managers, Product Managers, and UX Researchers. It processes raw interview transcripts into structured discovery outputs focused on the Jobs-to-be-Done (JTBD) theory, detecting patterns and scoring confidence levels. This tool is not meant for transcription; instead, it synthesizes qualitative data to extract insights, identify Jobs, and highlight contradictions with your positioning or Ideal Customer Profile (ICP).

What this skill does

• Transforms raw interview transcripts into structured intelligence using JTBD theory.
• Surfaces patterns and flags contradictions with your positioning or ICP.
• Provides signal-level pattern detection with confidence scoring.
• Triggers upon commands like "summarize interview", "process transcript", or "customer insight".

Who it is for

• Product Marketing Managers requiring synthesized insights from customer interviews.
• Product Managers who engage in customer discovery and need structured output.
• UX Researchers focused on extracting valuable customer insights from interviews.
• Teams utilizing AI coding agents like Claude Code, Cursor, and Codex.

Use cases

• Synthesizing information from discovery calls and win/loss debriefs.
• Processing onboarding feedback and feature validation calls for B2B contexts.
• Analyzing competitive research and churn interviews for improved decision-making.
• Automatically identifying key customer Jobs and mapping solutions during interviews.

Technical details

• Utilizes the agent-skill-repository for deployment on AI coding platforms.
• Compatible with platforms like Claude Code, Cursor, and Codex.
• Operates as an aiapplication interfacing with interview-summary functions.

Source & Licence

This package is built on open-source work published by stefanoskarakasis (stefanoskarakasis/Product-Marketing-Skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.