Guides
How each dataset works.
Plain-language notes based on the extractors we already run. Use them to brief your team, then request a quote.
Amazon reviews dataset
Structured Amazon product reviews and rating stats by ASIN across major marketplaces. Delivered as CSV, JSON, or a scheduled feed — scoped to your volume.
Amazon search dataset
Search-result listings by keyword across Amazon marketplaces — titles, prices, ratings, ASINs, and position for ranking and assortment work.
Amazon product dataset
Product-page fields from Amazon ASINs or URLs — title, brand, price, bullets, images, availability, and related catalog attributes.
Sephora reviews dataset
Customer reviews and product-level stats from Sephora product URLs — ratings, text, helpful votes, recommendation counts, and star distribution.
iHerb reviews dataset
Customer reviews from iHerb product pages — ratings, English title/text when available, helpful votes, brand info, and reviewer country.
Sam's Club reviews
Product reviews and aggregate review stats from Sam's Club product pages for membership retail VOC.
Newegg reviews
Reviews and review statistics from Newegg product pages — text, ratings, pros/cons style fields when present.
Best Buy reviews
Best Buy product reviews with ratings, photos, verified-purchase badges, and seller responses when present.
Flipkart reviews
Reviews and ratings from Flipkart product pages for India-market assortment and VOC work.
Home Depot reviews
Reviews, ratings, and customer photos from Home Depot product pages for DIY and home improvement brands.
Argos reviews
Customer reviews and ratings from Argos UK product pages, including product summary stats when available.
Feefo reviews
Product and service reviews from Feefo by brand or merchant — useful when reviews live on Feefo rather than only on the retailer PDP.
TikTok comments
Comments and video engagement metrics from public TikTok posts — text, likes, reply threads, and video stats for social listening.