Summarise Customer Interviews with Themes and Product Ideas
This task processes your customer interview transcripts to extract the most important themes, highlight compelling quotes, and suggest three product ideas. It delivers a concise, actionable summary that helps your team understand customer needs and identify innovation opportunities.
Read the interview transcripts I attach and write the top themes, quotes and three product ideas.
Runs on the Tasks plan and the Goals plan.
Who This Is For and When It Pays Off
This task is ideal for product managers, UX researchers, marketers, and startup founders who have conducted or collected customer interviews and want a focused summary of insights.
It works best when you have several transcript files or text documents from user interviews and need a quick synthesis without manually reading all details.
The task is valuable early in product development, customer journey analysis, or when validating hypotheses about user needs and preferences.
- Users needing to digest multiple qualitative interview texts rapidly.
- Teams aiming to identify key customer pain points and desires.
- Businesses exploring new product ideas grounded in real user feedback.
- Research analysts preparing concise input for presentations or strategy sessions.
How the Katteb Agent Does It, Step by Step
- Signs into the user's preferred cloud storage or email to access uploaded interview transcripts (Google Drive, Dropbox, Gmail, etc.).
- Reads through all transcript files to understand the customer conversations in detail.
- Identifies recurrent themes and topics across interviews using natural language processing.
- Selects impactful, illustrative quotes that exemplify key themes.
- Synthesizes this information into a clear summary highlighting the most important customer insights.
- Generates three new product ideas inspired directly by the discovered customer needs and pain points.
- Formats the results into a neat report delivered as a text or PDF file in the user's preferred storage or email.
- Sends a completion notification with a summary preview on the user's chosen platform.
What You Give the Agent Before It Starts
- A set of customer interview transcripts uploaded as text files or PDFs.
- The command: 'Read the interview transcripts I attach and write the top themes, quotes and three product ideas.'
- Access permissions for the relevant storage or email account where transcripts reside.
- Optional preferences on output format (plain text, PDF) and delivery method (email, cloud).
- Any additional instructions or focus areas if desired (e.g., specific product lines or user segments).
What a Good Result Looks Like
The result is a concise, easy-to-read report typically 2-4 pages long, delivered within 30 to 45 minutes of starting, depending on transcript length and number.
The report contains 3 to 5 clearly defined top themes drawn from across all interviews, with supporting quotes that bring the themes to life.
It concludes with three distinct, actionable product ideas logically derived from the customer needs uncovered.
The output file is shared via the user’s pre-chosen channel, ready for immediate review or team sharing.
- Summary report consolidating feedback from multiple interviews.
- Top customer insights framed as clear themes.
- Memorable quotes that validate the themes.
- Three tailored product ideas connected to real user feedback.
- Delivery in plain text or polished PDF format.
What to Expect and What Is Not Promised
This task depends on the quality and clarity of the transcripts plus the agent’s access permissions. Poor audio or unclear transcripts may reduce output usefulness.
The task is not a full qualitative research analysis but a focused thematic summary with product idea generation.
The agent requires user sign-in and access to the storage or email service holding the transcripts; these must be granted prior to running.
Automated summaries may miss subtle context or nuanced user sentiments, so human review of results is recommended.
Platform rules and privacy policies of storage/email services govern data handling; Katteb agents do not store user data beyond the task duration.
Questions people ask
Can the agent handle transcripts in languages other than English?
The agent primarily processes transcripts in English. It can attempt other major languages, but accuracy in theme extraction and product ideas may decrease. English transcripts yield the best results.
What file formats are supported for the interview transcripts?
Common formats supported include plain text (.txt), PDF, and Microsoft Word (.docx). Files should be readable text rather than images or scanned PDFs without OCR.
How many interview transcripts can I submit at once?
The agent can process multiple files simultaneously, typically up to several dozen, depending on size and complexity. Larger batches may increase processing time beyond the typical 45-minute task window.
Can the agent focus on specific topics within interviews?
You can provide optional instructions highlighting particular areas of interest or product lines. The agent will prioritize these aspects when extracting themes and generating product ideas.
Is the product ideas section based solely on the transcripts?
Yes, the suggested product ideas are derived directly from themes and pain points identified in the interview content, ensuring they reflect actual user feedback rather than generic brainstorming.
