Public web data,
delivered as clean rows.
PyScraping builds and runs custom collection workflows across Amazon, TikTok, Instagram, and 15+ more platforms — then hands back structured CSV, JSON, or an API-ready feed your team can use without cleanup.
- 19+
- platforms covered
- 5
- delivery formats
- ~48h
- typical first delivery
- 100%
- public sources
Sources we collect from
You define the fields. We return them typed and consistent.
Every record arrives in the same shape on every run — no half-parsed pages, no manual reshaping. Load it straight into a spreadsheet, a warehouse, or your own product.
| field | type | example |
|---|---|---|
| platform | string | "amazon" |
| product_id | string | "B0CX23V2ZK" |
| title | string | "Wireless Mouse 2.4G" |
| price | number | 19.99 |
| rating | number | 4.6 |
| reviews | integer | 1284 |
| in_stock | boolean | true |
| captured_at | datetime | 2026-06-08T09:12Z |
A focused service, not a generic tool
We do four things, and we do them around your requirements — from a single export to a pipeline that runs for years.
Custom web scraping
Tailored extraction for marketplaces, directories, social platforms, and any public site. You bring the target and the fields; we build the workflow around them.
E-commerce & social data
Product, listing, pricing, review, and public-profile data across 19+ major platforms — collected to a consistent schema you can compare over time.
Recurring monitoring
Scheduled collection for price changes, stock shifts, seller activity, and market signals. A feed that refreshes on your cadence, not a one-off snapshot.
Delivery that fits your stack
CSV and Excel for analysts, JSON and a live API for engineers, or direct database loads — whatever drops cleanly into your existing process.
From spec to delivery in three steps
Send the spec
Platform, target URLs, the exact fields you need, update frequency, and preferred format.
We build the workflow
We define the collection logic, handle the platform's quirks, and agree the delivery plan.
Receive clean data
Structured, typed, normalized records delivered as files or an API-ready feed.
The commitments behind every project
You own the spec
You define the platform, fields, frequency, and format. We build around your requirements rather than handing you whatever a generic tool returns.
Public data, collected responsibly
We focus on publicly accessible information and respect platform terms and reasonable rate limits. No accounts, no gated content.
Clean, typed, consistent
Fields are normalized so every record lands the same shape on every run — ready to load and analyze without a cleanup pass.
One-time or on a schedule
Take a single research export, or set up a recurring feed that refreshes automatically and reconciles failed runs.
Tell us what data you need.
We'll build the pipeline.
Share your target platform, the fields you need, how often you need them, and your preferred format. We'll scope the right workflow for your team.