feedback-roadmap
Feedback Roadmap
Ecommerce teams receive customer feedback across a dozen touchpoints — product reviews, post-purchase surveys, chat transcripts, return reason codes, and social DMs — but rarely have a structured process to turn that raw signal into an actionable product improvement plan. This skill synthesizes feedback clusters into a prioritized roadmap with clear rationale, urgency scores, and suggested owner assignments so product and operations teams know exactly what to fix next and why.
Use when
- You have collected 20 or more customer reviews or survey responses and want to identify which product complaints appear most frequently so you can prioritize fixing them before next month's restock decision.
- A new product has launched on TikTok Shop or Amazon and you are seeing 1-star reviews pile up around a specific feature or packaging issue and need to escalate a fix recommendation to your sourcing team within 48 hours.
- You are preparing a quarterly product review and want to present stakeholders with a data-grounded list of the top 5–10 improvement opportunities ranked by customer impact, complaint volume, and estimated revenue risk.
- Your customer service team has logged a batch of recurring complaint tags (e.g., "size runs small", "lid leaks", "charging cable too short") and you want to convert those tags into a formal product backlog with severity tiers.
What this skill does
This skill ingests raw feedback text, structured complaint logs, or theme summaries and applies a systematic clustering and prioritization process. It groups related complaints into named issue categories, counts occurrence frequency, estimates customer sentiment severity on a 1–5 scale, and cross-references the issue against revenue risk factors such as return rate impact and repeat-purchase suppression. The output is a ranked improvement roadmap table with an executive summary, urgency tiers (Critical / High / Medium / Low), suggested resolution owner (Product, Ops, Content, Sourcing), and a one-sentence rationale for each priority decision.