Commerce & consumers
E-commerce dataset
Study a category, compare competitors, or analyze product feedback across selected retail and consumer sources. Available fields include product listings, SKU details, specifications, prices, selling points, public reviews, and customer questions.
Request a sample ↗What to confirm before requesting a quote
- Coverage
- Regions, languages, date range and available record count
- Fields and attachments
- Field definitions, example records and whether original documents or media are required
- Quality and updates
- Deduplication and missing-value rules, sample-based acceptance criteria and update frequency
- Permitted uses
- Internal research, model training, customer-facing products or redistribution
These are project scoping questions, not a statement that every data type includes all coverage or permissions.
01 / WHAT’S INCLUDED
What’s in the dataset
- Product and SKU details
- Specifications and prices
- Selling points
- Public reviews and questions
02 / USE CASES
Where it can help
- Category research
- Competitor and review analysis
03 / DELIVERY
Choose the data you need
Tell us your topics, date range and required fields. Where the source permits, we’ll provide a sample first, then agree on filtering, cleanup and annotation.
Typical delivery formats are Excel, CSV, JSON and JSONL. The quote will state whether original documents or media are included. Let us know if you need recurring updates.
See a sample format ↗Assess the fit for your project
An e-commerce project can place product and SKU details, specifications, prices, selling points, public reviews, and questions in one comparison framework. Price and inventory-page information reflects collection time and supports comparison, not a real-time-market promise.
Which fields should be defined for competitor comparison?
First define platforms, categories, brands, or SKU scope and list required product details, specifications, prices, selling points, reviews, or questions. A sample can test comparable fields and how differing page labels can be standardized.
Can prices be used for real-time pricing?
No. Prices and inventory status correspond to the page at collection time; dates and any update need must be separately agreed. If a decision depends on timeliness, state acceptable collection timing and validation during quotation.
Sources and usage
Public or authorized sources only; products, fields, and usage are agreed for each engagement.
If you plan to train a model, use the data in a customer-facing product or share it with third parties, mention this when requesting a quote so we can check source permissions and restrictions.
Public access does not establish permission for collection, training or redistribution. Naming a platform does not imply affiliation, agency or endorsement.
Read about data sources and rights ↗Want to review a sample first?
Tell us your project objectives and we’ll help you assess and find a relevant sample.