Amazon Adds Return Rate and Star Rating Metrics to Voice of the Customer Dashboard
Early 2024 Amazon added a Return Rate metric (trailing‑12‑month % of orders returned) and Star Rating integration to the Voice of the Customer dashboard in Seller Central. The dashboard now shows a top‑10 most‑returned ASIN list, custom alert thresholds (e.g., 7%) and side‑by‑side rating data.
Overview
Amazon has added two new data points—Return Rate and Star Rating—to the Voice of the Customer dashboard in Seller Central. The metrics appear as of early 2024 and give sellers a single pane to monitor returns and product sentiment across the last twelve months. Keeping an eye on these numbers helps sellers catch trouble early, before Amazon’s performance algorithms affect listing visibility or account health.
Key Points
- Return Rate metric — Displays the percentage of orders that were returned in the trailing twelve‑month window, giving a high‑level view of catalog‑wide return trends.
- Most‑returned ASIN ranking — Lists the top‑10 (or more) products with the highest return counts, allowing sellers to pinpoint problem items in large inventories.
- Star Rating integration — Pulls the public 1‑to‑5 star rating from each product’s detail page directly into the dashboard, eliminating the need to open separate reports.
- Unified layout — Both metrics sit alongside existing Voice of the Customer charts, so sellers no longer toggle between the Returns Report, the Feedback Dashboard, and third‑party tools.
- Trailing‑12‑month calculation — The return percentage is computed from all fulfilled orders in the previous 12 months, smoothing out seasonal spikes and giving a stable baseline.
- Actionable alerts — When a product’s return rate climbs above a seller‑defined threshold, the dashboard highlights it in red, prompting immediate review.
- Correlation insight — The side‑by‑side view of star rating and return rate makes it easy to spot listings where declining ratings coincide with rising returns, a strong signal of underlying quality or listing issues.
How the New Metrics Work
- Data aggregation — Amazon pulls order‑level return information from its fulfillment systems and aggregates it by ASIN for the past 12 months. Example: A seller with 5,000 orders sees that 250 of them were returned, resulting in a 5 % return rate displayed on the dashboard.
Analysis & Recommendations
Why This Matters
By surfacing return percentages and average star scores together, sellers can spot listings where returns climb above a set threshold and ratings fall, preventing Amazon’s performance algorithms from lowering visibility. The unified view saves an estimated 30‑45 minutes per week for a 1,000‑SKU catalog and enables faster corrective actions.
Key Takeaways
- Return Rate metric displays the trailing‑12‑month percentage of orders returned (e.g., 5% for 5,000 orders).
- Star Rating integration pulls the public 1‑to‑5 star average directly onto the dashboard.
- Most‑returned ASIN ranking lists the top‑10 products by return count, such as "Blue Ceramic Mug" at #2 with 42 returns.
- Sellers can set custom alert thresholds (e.g., 7% return rate) that highlight rows in red/orange when exceeded.
Recommended Actions
- →In Seller Central, open Voice of the Customer > enable the Return Rate column and set a return‑rate alert threshold (e.g., 7%).
- →Each week, review the top‑returned ASIN table, click highlighted ASINs, and examine return‑reason codes to address root causes.
- →Monitor the star rating column; for any ASIN where rating drops while return rate is high, update the listing details or packaging via Manage Inven...
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