Marketplaces
Amazon
Amazon product and pricing data
Listing, price, rank and seller data across marketplaces and categories.
What we can collect
What data can be collected from Amazon?
The exact schema follows your brief, but a typical Amazondataset can include the following record groups when they are publicly exposed and permitted for the intended use.
- Product titles, descriptions and specifications
- Price, list price and promotional state
- Buy Box holder and third-party seller list
- Category rank and review aggregates
Practical field breakdown
asinThe source identifier used to match this record across repeat collections.titleThe public-facing title exactly as observed at collection time.brandThe organisation or account attributed to the record by Amazon.priceThe observed commercial value and its context; never silently converted or inferred.buybox_sellerThe organisation or account attributed to the record by Amazon.rankThe listing or search context needed to explain where this record appeared, including pagination or rank when available.ratingA platform-published reputation or engagement signal, stored with the observation date.review_countA platform-published reputation or engagement signal, stored with the observation date.in_stockThe availability or fulfilment state shown for the relevant location and query context.captured_atA source timestamp or Scrapebuddy observation time used to build an auditable history.
Fields are representative rather than fixed. We show null when a value is not published; we do not quietly guess missing prices, identifiers, availability or review data.
What stands in the way
Actively defends against automated access. Feasibility is confirmed per project before anything is promised.
- Request-rate limiting
- Session and cookie validation
- Layout variation by marketplace and category
Token estimate
~5tokens per record
An estimate for planning, not a quote. The final rate follows the real volume and the state of the source when we scope it.
Delivered through the E-commerce Product APICommon use cases
Where Amazon data becomes useful
Monitor competitor assortment, price and promotional movement
Map sellers, brands and category share across a marketplace
Keep product intelligence and repricing systems current
Delivery options
Delivered into your workflow
These are delivery formats we can arrange for a scoped project, not claims of a pre-authorised integration with Amazon.
Managed API
A documented endpoint shaped around the schema and query pattern agreed for your project.
Scheduled files
CSV, JSON or JSONL delivered on an agreed cadence for analysis or batch import.
Cloud or database delivery
A managed drop into your storage or database when direct delivery is the cleaner fit.
Worth knowing up front
Coverage is defined per marketplace and category rather than globally. Buy Box data in particular is volatile and only meaningful as a time series.
We work within what each source permits and within applicable law. Where a source cannot be collected properly, we say so at feasibility stage rather than after you have paid.
Questions before you scope it
Amazon data FAQ
Can Scrapebuddy collect fields not shown on this page?
Usually, if Amazon publishes them and the intended use is permitted. Send the fields and representative URLs; feasibility is checked against the real surface before anything is promised.
How frequently can Amazon data be refreshed?
Cadence is agreed around how quickly the values change and the cost of each query. Every delivery includes observation timestamps so snapshots and changes remain distinguishable.
What happens when the source changes?
Managed projects are monitored and repaired as source behaviour changes. A layout or request change is handled as maintenance rather than handed back as a broken script.
Can the data be used in a customer-facing product?
That depends on the source, fields, jurisdiction and intended use. We confirm collection feasibility, but you remain responsible for rights to store, publish or redistribute third-party data.
Also in Marketplaces
Request a read on Amazon
Tell us exactly which pages and fields you need. We'll confirm what is reachable, return sample records where the source allows, and give you a token estimate for your volume — or tell you plainly if we don't think it can be done well.
- Written feasibility read before any commitment
- Sample records where the source permits
- An honest no if that is the answer
Prefer email? sales@scrapingbuddy.com
No spam. A real person will review your request and reply.