Product Reviews · Customer Feedback
E-commerce / Reviews
Find out what customers really think. Get structured review data, including ratings, titles, and the full text, so you can track sentiment, catch recurring issues, or see how you stack up against the competition.
Ready to run! No login required — explore the use cases, preview the sample data below, and download a free sample set.
product-name
Name of the product the review belongs to
review-title
Headline of the customer review
review-body
Full text of the customer review
rating
Star rating given (out of 5)
reviewer-name
Display name of the reviewer
review-date
Date the review was posted
verified-purchase
Whether the review is from a verified buyer
helpful-votes
Number of "helpful" votes the review received
Sentiment Analysis — Aggregate review text and ratings to gauge overall customer sentiment, then track how it shifts after a launch, price change, or product update.
Product Issue Detection — Surface recurring complaints (sizing, durability, shipping) by mining review bodies, so product and QA teams can prioritize fixes.
Competitive Benchmarking — Compare review volume, average ratings, and common praise or criticism across competing products to position your offering.
Marketing & Social Proof — Identify your highest-rated, most-helpful reviews to feature as testimonials and inform messaging that resonates with buyers.
Wireless Noise-Cancelling Headphones
Best sound for the price
5.0
Marcus L.
2025-04-12
Yes
142
Wireless Noise-Cancelling Headphones
Comfortable but battery fades
3.0
Priya S.
2025-03-29
Yes
28
Stainless Steel Water Bottle 32oz
Keeps drinks cold all day
4.5
Dana R.
2025-04-02
Yes
67
Stainless Steel Water Bottle 32oz
Lid leaks a little
2.0
Anonymous
2025-02-18
No
9
Ergonomic Office Chair
Saved my back
5.0
Tom H.
2025-04-20
Yes
311
Ergonomic Office Chair
Assembly took forever
3.5
Lena K.
2025-03-11
Yes
45
Smart LED Desk Lamp
Sleek and bright
4.0
Jordan M.
2025-04-08
Yes
53
Smart LED Desk Lamp
App is buggy
2.5
Chris P.
2025-01-30
Yes
18
Compact Espresso Machine
Cafe-quality at home
5.0
Sofia G.
2025-04-15
Yes
204
Compact Espresso Machine
Loud but worth it
4.0
Ravi N.
2025-03-22
Yes
31
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