Amazon Review Classifier — complaints & returns · $0.5/1k
Pricing
from $0.43 / 1,000 review classifications
Amazon review analysis: complaints, return reasons, praise, sentiment. products = ASINs/URLs (collected by junglee, billed to you ~$6/1k; Free plan 10 reviews/run; ~$6.5/1k all-in), or datasetId from any scraper, or texts. For AliExpress use leoworks/aliexpress-reviews-classifier.
SUMMARY.collection show the live cost estimate (about $6.50 per 1,000 reviews all-in with junglee). If the collector finds nothing the run stops with the reason and this Actor charges nothing.reviewImages and similar): photoEvidence = supports_complaint_product, supports_complaint_packaging, damage_seen_text_silent, no_evidence or not_product_photo, plus photoStatus, photosJudged, photoLabels and photoUrl. Reviews whose photo supports the complaint are flagged "act on it"; photo-backed product defects go to the top of ACTION_QUEUE.csv, packaging damage right after (new last columns photoEvidence, photoUrl). New dataset view "Photo evidence (beta)".jev-1.14.0); nothing is stored and no question is about people. With the option off, rows, summary and CSV columns are unchanged._ and - (PascalCase and snake_case datasets no longer fail), ratings like "4.0 out of 5 stars" are read, and variants given as lists are joined.ACTION_QUEUE.csv and the "act on it" flag: returns or refunds, safety complaints and "not as described".asin, variant, publishedAt, verified, vine, helpfulVotes, complaintTypes, praiseTypes, sentiment, returnIntent, action next to the full labels object (unchanged). Three table views.REPORT_PRODUCTS.csv. REPORT adds return reasons, worst variants, verified share and verified-only complaint rate, Vine count, star distribution, monthly trend, last 90 days vs before and a low-sample flag.