Description

Target Audience: Creators and product operators who need to organize user reviews, interviews, surveys, or customer support logs. What You Need to Provide: Authorized and anonymized raw feedback, product background, and the decision you want to make. You can also include channels, dates, and anonymous user IDs. How It Works: Preserves verbatim quotes and sources item by item, distinguishes record counts from unique user counts, merges duplicate entries from the same person, extracts usage scenarios and friction points, organizes themes and counterexamples, and suggests minimal validation actions. Final Deliverables: Scope and findings, a verbatim evidence table, a themes and divergences table, verification priorities, and pending information. Delivered in copy-friendly Markdown by default. It avoids presenting isolated feedback as universal user behavior or calculating paid conversion rates from comment frequencies. Usage: Paste your feedback and state the problem to solve; review the theme table and check the original quotes, then use the verification checklist to review actual workflows or ask follow-up questions. Recommendations are not executed actions, and root causes require reproduction to confirm. Text model only; GPT is recommended, with the specific model chosen by the platform. No image models or external APIs are required. The four display images are mock inputs and outputs generated locally by a GPT master agent for layout demonstration purposes and do not represent real customer research. Runs have not been additionally tested on YouMind, and actual results still need to be verified. Not Suitable For: Impersonating real interviews, inferring overall market share or purchase intent, publicly disclosing verbatim quotes without authorization, or automatically contacting users. It does not promise business opportunities, growth, or conversion lifts.