Amazon Bestseller Review VOC Insights

Problem

When running Amazon product operations, reviews are noisy, hard to compare across ASINs, and early negative signals can get lost. Reading them manually makes it difficult to turn buyer complaints into actionable product or listing changes.
- VOC summary: organizes review insights for a target ASIN and marketplace
- Competitor comparison: compares review performance between the target and competitor ASINs
- Alerts and replies: surfaces unread negative reviews and supports reply suggestions

Workflow and boundaries

This skill uses the ARI CLI as its execution layer, with a strict check-quote-confirm flow for paid operations.
- Start with check to verify account, email status, and usable credits
- Use voc to quote total collect + VOC cost first, then run --confirm only after user approval to collect, analyze, archive, and return the report body and reportUrl
- Use collect, charts, deepdive, or analyze only for standalone collection, charts, deep dives, or comparisons
- Read archived results with reports or report, and use export for Markdown/HTML or review CSV output
- Boundaries: non-US marketplaces require paid credits; 401, 402, and 429 errors stop or redirect as required; small-sample conclusions must state sample size and window, and no API-missing data may be invented