Compare the right prices
Observe the selected variant, seller, condition and delivery context. Not just the first price on a page.
All use casesAmazon
MARKETPLACE INTELLIGENCE
Amazon
product data.
Products. Offers. Market context.
Turn Amazon listings into structured records for catalog research, price monitoring and marketplace intelligence.
THE QUESTION COMES FIRST
Know what changed.
And what it means.
Build a useful catalog
Track an agreed set of ASINs, attributes and product relationships across your chosen markets.
Understand discoverability
Follow products in defined categories or queries, with result position and sponsored status kept distinct.
01 / THE DATA CONTRACT
Three layers.
A clearer dataset.
A product, an offer and a search result are not the same record. Keep their identities separate, then join only the data your workflow needs.
One selected product. One identity.
Match an ASIN within its marketplace. Keep selected variants separate, and retain the source behind each observation.
- asin + marketplace
- Product identity within a market
- parent_asin + attributes
- Variant relationship, when published
- title + brand + image_urls
- Observed product information
- rating + rating_count
- Aggregate feedback, not review text
Schema example / not collected data
{
"record_type": "product",
"marketplace": "amazon.com",
"asin": "B0C3L5W7B7",
"parent_asin": null,
"title": null,
"brand": null,
"attributes": {},
"image_urls": [],
"rating": null,
"rating_count": null,
"source_url": "https://www.amazon.com/dp/B0C3L5W7B7",
"captured_at": null
}JSON output shape. Field coverage is confirmed in a sample run.
The ASIN and URL are reference inputs. Product values are deliberately empty; this is not a collected product record.
JSON / JSONL CSV exports Scheduled delivery
Delivery format and cadence are agreed per project.
02 / LESS WASTE, BETTER COVERAGE
Collect deliberately.
Validate every layer.
Start with accessible page data and deterministic extraction. Use browser sessions or extra detail requests only where the required fields justify them.
- 01
Scope the observation
Agree markets, ASINs or queries, required fields, locations and freshness. Define what counts as a usable record.
- 02
Test the shortest path
Extract listing fields in batches where possible. Visit product or offer pages only for missing detail that matters.
- 03
Check before delivery
Reject challenge pages, flag incomplete records, deduplicate by the agreed key and retain source timestamps.
Structured extraction does not have to mean AI.
IDs, published prices and ratings can be parsed without a language-model call. Add AI for matching, classification or analysis, and keep its conclusions separate from observed facts.
Latest access check 09 Oct 2026View findings
A response is not always a product.
In three bounded 2Captcha Scraper API tests, the Amazon.com category returned HTTP 503 in HTML and Markdown. The product URL returned HTTP 200, but only a continuation checkpoint. Two further Browser API checks with an existing proxy returned the same outcomes. No usable product records were recovered.
The schemas above are illustrative, not the result of those requests. Access and field coverage still need validation for these URLs; switching to a browser alone did not resolve them. We test a representative sample before committing to a production feed.
03 / CHOOSE THE RIGHT SERVICE
Page content, or
a maintained Amazon feed?
The difference is who owns collection, validation and maintenance. A low request price alone does not tell you the cost of a usable dataset.
Scraping API
For accessible public pages across many websites, with optional AI analysis.
- You manage inputs, scheduling and parsing.
- Useful for broad research and individual pages.
- No login or CAPTCHA bypass.
Managed Amazon data
For recurring catalog, offer or discovery datasets shaped around an agreed brief.
- We scope the extraction and delivery workflow.
- Access challenges and browser requirements assessed.
- Quality checks and source-change maintenance.
We confirm feasibility and total cost from a representative sample. No promise of unlimited access, every seller, or the same price in every location.
BEFORE YOU INTEGRATE
Details that
change the answer.
Plan around selected variants, seller offers and the limits of each data source.
Can you collect every seller and the Featured Offer from one page?
Not reliably from a basic product response alone. The displayed offer, additional seller offers and delivery options may have different loading paths. We scope offer-list collection separately, retain seller identifiers and condition, and never label the brand or a recommended seller as the Featured Offer winner.
How are parent ASINs, variants and marketplaces handled?
The record key includes marketplace and the observed ASIN. A parent groups variants; it does not imply that every size or colour shares a price. Parent-child relationships are included only when exposed and verified. We do not assume that one Amazon marketplace represents availability in another.
Does a successful HTTP response mean the record is complete?
No. Amazon can return a continuation or challenge page with HTTP 200. We check page identity and required fields as well as status codes. Blocked pages are not product records, and missing prices are not zero. A collection can be partial even when some records are valid.
Can search position be used as Best Sellers Rank?
No. Search position belongs to a particular query, result page, placement and collection time. Best Sellers Rank belongs to a category and must be observed separately. Sponsored placements are also kept distinct from organic results when that label is available.
Do rating counts include the full text of customer reviews?
No. Aggregate ratings, written review counts and individual review text are different fields. Review-level collection requires its own coverage and access checks. We do not promise access to login-gated review pages or infer review text from an aggregate count.
What determines price and refresh frequency for a project?
The main inputs are marketplace, ASIN count, required fields, delivery locations and refresh cadence. Seller-offer or variant enrichment can require extra requests. We assess successful, usable records rather than just page responses, then quote the agreed workflow and maintenance scope.
Is there already an Amazon-specific endpoint in the dashboard?
No. The self-service Scraping API returns public page content, with optional AI processing. It does not provide a preconfigured Amazon catalog or guarantee access through challenges. This page describes a custom collection service; an endpoint or scheduled delivery is agreed after feasibility testing.
YOUR AMAZON DATA PROJECT
Start with a few ASINs.
Build the right feed.
Share representative URLs, the marketplace and the fields you need. We'll review access, coverage and the next step for a sample.
- A clear scope before collection
- Gaps and access limits stated upfront
- Pricing tied to your actual workflow
Projects are accepted individually, subject to feasibility and available capacity. An enquiry does not reserve a solution or confirm delivery. Pricing and terms are agreed directly with our team.
A real person reviews your requirements. This form does not start a paid collection.
ScrapingBuddy is independent and is not affiliated with or endorsed by Amazon. Collection feasibility and permitted use are reviewed per project. Trademarks belong to their respective owners.