Request type
Review collection
Reviews with rating, date, text, and a source reference, for any set of products or places.
Published when a corresponding recipe is validated.
Who asks for this
Brands, agencies, and researchers studying sentiment.
Say it like this
“Collect the last 90 days of reviews for these six products with rating, date, source, and review text.”
What you supply
- Product URLs or names
- Date range
- Sources to include
What you get back
| producttext · collected | ratingnumber · collected | datedate · collected | sourceurl · collected | texttext · collected |
|---|---|---|---|---|
| Ripstop Shell | 5 | 2026-08-30 | store-b.example/shell#r1 | Kept me dry on a two-day trip. |
| Ripstop Shell | 3 | 2026-08-21 | store-b.example/shell#r2 | Runs small. Size up. |
| Wool Beanie | 4 | 2026-08-11 | store-b.example/beanie#r1 | — |
Column labels: collected comes from the page, derived is calculated from other columns at no extra cost, extra work needs another request per row and raises the estimate.
Cost and limits
What moves the price, and where the answer can be no.
Cost drivers
- Number of products and reviews
- Sources that paginate heavily
Where we say no first
- Review platforms often cap how far back you can read.
- Some sources forbid collection in their terms. We tell you first.
Related
People who ask for this also ask for.
Product data collection
Names, links, prices, currencies, availability, and any other field a store shows, from as many stores as you need.
Social and community search
Find the posts, people, and creators about a topic across Reddit, X, Instagram, LinkedIn, and forums. In one table, not forty tabs.
Early access
Want review collection?
Describe your sources, the columns you want, and roughly how many rows. A person replies with possible or not, and roughly what it would cost.