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RETAIL DATA APIS

Retail Data API for Product, Pricing & Market Data

Retail Scrape's retail data API platform delivers structured product, pricing, inventory and competitor data on demand — so brands, retailers, marketplaces, analysts and technology teams can build directly on top of live retail data instead of maintaining their own scrapers.

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API Console — Home Audio Feed● LIVE
GET /v1/products/price?sku=EF-PRO2 200 OK
1.2M
REQUEST VOLUME
128ms
RESPONSE TIME
99.7%
SUCCESSFUL REQUESTS
0.3%
FAILED REQUESTS
14
SOURCES CONNECTED
4.8M
PRODUCT RECORDS
Amazon Walmart Target Shopify eBay
LIVE REQUEST LOGSTATUS
14:02:11price.update · Amazon200 OK
14:02:09inventory.update · Walmart200 OK
14:02:05competitor.sync · Target200 OK
14:01:58extraction.retry · Shopify429 RETRY
14:01:52realtime.push · eBay200 OK
Refresh frequency: every 15 min Next sync in 46s
/v1/products 200 OK · 112ms
/v1/pricing 200 OK · 94ms
/v1/inventory 429 RETRY
/v1/competitors 200 OK · 131ms
Data sources 14 CONNECTED
/v1/catalog 200 OK · 88ms
Webhook delivery SENT
/v1/products 200 OK · 112ms
/v1/pricing 200 OK · 94ms
/v1/inventory 429 RETRY
/v1/competitors 200 OK · 131ms
Data sources 14 CONNECTED
/v1/catalog 200 OK · 88ms
Webhook delivery SENT
99.9%
Uptime across our real-time retail data API
5M+
Records delivered daily through our product data API
<150ms
Median response time across every connected endpoint
200+
Businesses building on our structured retail data API
{
  "sku": "EF-PRO2",
  "price": 49.99,
  "availability": ,
  "source": "amazon.com"
}
GET /v1/products/:sku200 OK
GET /v1/pricing/:sku200 OK
● WHAT IT IS

What are Retail Data APIs?

Retail Data APIs are how a business pulls live product, pricing, inventory and competitor information directly into its own applications — instead of copying numbers off a page by hand or waiting on a weekly export.

Done manually, this means someone checking a handful of listings and pasting the numbers into a spreadsheet. Done through an ecommerce data API, every request returns structured, ready-to-use data the moment it's called.

Retail Scrape folds this into one platform — combining retail data integration with automated collection across every marketplace you track — so product, pricing and inventory data flows straight into your dashboards, analytics systems and internal tools instead of sitting in someone's inbox.

The same endpoints power everything from a single price lookup to a full catalog sync, giving brands, retailers, marketplaces, analysts and technology teams one consistent way to access retail data.

WHO IT'S FOR

Built for the teams building on retail data

Same API infrastructure, tuned to how each team actually integrates retail data into their own systems.

FOR RETAILERS & BRANDS

Marketplace data API for retailers

Pull structured listings straight from every marketplace you sell on. A product inventory API keeps stock data flowing into merchandising systems continuously — not a manual export from last week.

  • Product inventory API feeds for every location and channel
  • A price scraping API that updates the moment a competitor changes a price
  • Structured delivery straight into your existing dashboards
FOR ANALYSTS & TECH TEAMS

E-commerce product data API for online sellers

Integrate product, pricing and competitor data directly into your own applications and analytics systems. Developer-friendly endpoints mean your team ships integrations in days, not months.

  • REST endpoints with predictable, versioned schemas
  • Webhook delivery for automated data collection
  • Sandbox access for testing before you scale
THREE APPROACHES

Types of Retail Data APIs

Every approach below draws from the same underlying data pipeline — the difference is what you're querying, and how fast you need it.

01 — PRICING & INVENTORY

Pricing data API for live price feeds

Query current pricing next to stock status in a single call. A pricing data API lines up your catalog against competitor prices, so you always know exactly where you stand.

01
Inventory data API
Pull stock levels and availability continuously across every connected source.
02
Competitor data API
Query competitor pricing and assortment alongside your own catalog.
03
Price scraping API
Turn raw price changes into structured, query-ready fields.
Requests served — last 7 days
MONTUEWEDTHUFRISATSUN
02 — REAL-TIME

Real-time data updates, pushed automatically

A real-time scraping API pushes changes the moment they happen instead of waiting on your next poll. A product availability API flags a stockout or restock as soon as it's Retailed.

01
Real-time scraping API
Every source checked on a continuous schedule, delivered through webhooks.
02
Product availability API
Structured stock-status data collected around the clock, error-free.
03
Configurable refresh rates
Set how often each endpoint checks for changes, down to the minute.
Webhook delivery log
price.updatedDelivered
inventory.updatedDelivered
competitor.changedDelivered
03 — STRUCTURED EXTRACTION

Retail web scraping API for structured catalogs

Behind every field is data pulled straight from the source and normalized into a consistent schema. A SKU data API means no missed fields, no inconsistent formatting — just structured records you can query directly.

01
SKU data API
Match products accurately across sources, even when titles or IDs differ.
02
Consistent field mapping
Every response follows the same schema, regardless of source site.
03
Product data scraping API
Pull structured listing data straight from category and search pages at scale.
Extraction coverage
Records structured daily4.8M+

The Retail Data API Process

We combine continuous extraction with a stable, versioned API layer so your team can build without worrying about the underlying data collection.

01

Connect sources

A retail data collection API links up the marketplaces and sites you need covered.

02

Extract continuously

An automated data extraction API runs across every tracked source on your schedule.

03

Structure & validate

Retail data extraction API pipelines normalize fields into a consistent schema.

04

Call the API

Query endpoints directly or subscribe to webhooks for pushed updates.

05

Integrate & automate

Feed structured data straight into your dashboards, models and workflows.

THE SUITE

A full retail data API suite

Everything a retail data integration needs, under one roof.

Product data extraction API

Pull structured listing data straight from any connected source.

Product information API

Query titles, descriptions and variant data in one consistent call.

Product catalog API

Sync an entire catalog or a single SKU with the same endpoint.

Product attributes API

Pull size, color, material and variant fields in a normalized structure.

BUSINESS BENEFITS

How Retail Data APIs benefit your team

Skip building your own ecommerce scraping API

Stop maintaining fragile scrapers in-house and query a stable endpoint instead.

Ecommerce data extraction API at scale

Pull millions of records daily without managing infrastructure yourself.

Product specification API accuracy

Get technical specs and dimensions in a validated, ready-to-use format.

Product category API mapping

Map listings to a consistent category taxonomy across every source.

Product image API access

Pull hosted image URLs alongside every product record you query.

Product metadata API depth

Get timestamps, source URLs and change history with every record.

USA & GLOBAL COVERAGE

Retail Data APIs, Market by Market

A real-time retail data API USA deployment runs on the same infrastructure as our worldwide coverage — the difference is which marketplaces and regions get connected.

UNITED STATES

Retail data API USA

Built for teams that need US marketplace coverage first, with the option to expand as your catalog grows into new regions.

  • Ecommerce data API USA coverage across major national platforms
  • Product data API USA endpoints tuned to US catalog structures
  • Retail web scraping API USA compliant with US data practices
WORLDWIDE

Global data infrastructure

The same endpoints extend beyond the US, giving multi-market brands a retail product information API that covers every region they sell in from one integration.

  • Consistent schemas across every connected region
  • Single integration for multi-market catalogs
  • Regional refresh scheduling built into every endpoint
BEYOND PRICING

Our Other Services

Pricing is where we start — these run alongside it to keep the whole catalog covered.

/01

Pricing Intelligence

Live competitor and market price data, ready to act on.

→ /02

MAP Monitoring

Catch minimum-advertised-price violations the moment they happen.

→ /03

Mobile App Scraping

Pull pricing and listing data straight from competitor apps.

→ /04

Web Scraping Services

Structured, reliable data pulled from any site at scale.

→

FAQs

What are Retail Data APIs?+

They're endpoints that return structured product, pricing, inventory and competitor data on demand, so you can integrate live retail data into your own applications without building scrapers yourself.

How does Retail API data extraction actually work?+

Sources are scanned continuously, results are normalized into a consistent schema, and the structured output is served through versioned REST endpoints or pushed via webhooks.

Can I get real-time updates instead of polling?+

Yes — subscribe to webhooks for price, inventory and competitor changes, so your systems are notified the moment something changes.

What's the difference between the standard API and custom extraction?+

The standard API covers common product, pricing and inventory fields; custom extraction is built for non-standard requirements our default schema doesn't cover.

How quickly can I integrate?+

Most teams have their first working integration running within a day using our sandbox and sample responses.

Do you support markets outside the USA?+

Yes — the same infrastructure scales from a single US marketplace to a full multi-region deployment.

Is there a limit on request volume?+

Plans scale by request volume and refresh frequency, so you only pay for the throughput your integration actually needs.

What format does the data come back in?+

Structured JSON, with consistent field names across every connected source so you don't have to write source-specific parsing logic.

Can I monitor API activity myself?+

Yes — a live console shows request volume, response time, success and failure rates, and connected sources at a glance.

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