MissFresh Data API · Live

Pull live MissFresh data
in the time it takes
to read this sentence.

Prices, stock, and DMW mini-warehouse fulfillment data across MissFresh's fresh-grocery network and digitized fresh markets — structured and delivered as clean JSON or CSV. No proxies to manage, no CAPTCHAs to solve, no HTML to parse.

See a Live Response

2 MissFresh channels covered

<3s avg. response time

99.9% uptime SLA

50M+ requests / month served

GET /v1/missfresh/product

LIVE

// streaming a live product pull...

Why Choose Our MissFresh API

MissFresh pioneered the front-warehouse model — and digitized traditional fresh markets alongside it.

MissFresh built its business on DMWs (distributed mini warehouses) placed close to residential neighborhoods, and separately runs a retail-as-a-service program that digitizes traditional wet/fresh markets for third-party merchants. Our infrastructure resolves DMW-level stock and merchant-level fresh-market listings, rather than treating MissFresh as a single flat catalog.

01

Zero blocking, zero maintenance

We run rotating residential IPs, headless rendering, and CAPTCHA-solving behind every request. When MissFresh changes its layout, we patch our parsers — your integration never breaks.

02

DMW-level fulfillment resolution

Every product response identifies the specific distributed mini warehouse serving an order and its local stock status.

03

Digitized fresh-market listings

We extract merchant-level listings from MissFresh's digitized traditional fresh markets separately from the core DMW grocery catalog.

04

Built for scale from day one

From a 100-SKU test batch to full catalog monitoring across serviceable cities, the same endpoint scales with you.

MissFresh API Features

Everything you need to keep MissFresh data flowing.

⚡

Real-time extraction

Trigger an on-demand pull for any product ID or keyword and get a fresh response — not a stale cache.

🧩

Custom field selection

Request only the fields you need — price, DMW, merchant — to cut payload size and parsing time.

🏬

DMW stock resolution

Identify which distributed mini warehouse is fulfilling an order and its local stock level.

🥬

Fresh-market merchant data

Extract merchant-level listings from digitized traditional fresh markets on the platform.

📦

Bulk & scheduled requests

Submit thousands of product IDs in one batch job or schedule recurring pulls on a custom cadence.

📊

Historical price tracking

Store and query price and stock history per SKU to power repricing and demand-analysis tools.

What Data Can You Access?

Every field a product listing shows — DMW and merchant detail included.

CoreTitle & product IDSKU, brand, pack size

PricingPrice & promo priceRegular price, offer price, discount %

FulfillmentFulfilling DMWDistributed mini warehouse ID & location

ChannelListing sourceCore DMW catalog vs digitized fresh-market merchant

MerchantFresh-market merchant detailMerchant name and stall for market listings

MediaImagesProduct packaging and produce images

ReviewsRatings & review countAverage rating, star breakdown

StructureCategory breadcrumbsFresh produce, FMCG, and category path

InventoryDMW-level stockIn stock, low stock per fulfilling warehouse

OrderingMini Program order channelAvailability via WeChat Mini Program ordering

DeliveryEstimated delivery timeLive ETA from the fulfilling DMW

OffersActive discounts & bundlesPercentage off, bundle promotions

Supported MissFresh Channels

Core DMW grocery and digitized fresh markets — one integration.

Pass coordinates to resolve the fulfilling DMW or nearest digitized fresh market serving that location.

🥦

Fresh Produce

Fruits, vegetables, and dairy from local DMWs.

🥩

Meat & Seafood

Fresh meat and seafood with weight-based options.

🏪

Digitized Fresh Markets

Merchant listings from traditional markets brought online.

🧴

FMCG & Household

Packaged goods and everyday household essentials.

CoverageMulti-cityCoverage across MissFresh's serviceable cities in China

FulfillmentDMW-basedStock and delivery resolved by nearest mini warehouse

FreshnessReal-timePrice and stock checked on every request

MissFresh API Endpoints

A small set of endpoints that cover the whole catalog lifecycle.

Method	Endpoint	Description	Typical use
GET	/v1/missfresh/product	Full product detail by product ID or URL	Price & stock monitoring
GET	/v1/missfresh/search	Keyword or category search results	Market & competitor discovery
GET	/v1/missfresh/reviews	Paginated customer reviews for a product	Sentiment analysis
GET	/v1/missfresh/deals	Active discounts & bundle promotions	Promo & pricing intelligence
GET	/v1/missfresh/dmw-availability	Fulfilling DMW & stock by coordinates	Fulfilment & coverage checks
GET	/v1/missfresh/fresh-market	Merchant listings from digitized fresh markets	Fresh-market vertical monitoring
POST	/v1/missfresh/bulk	Submit up to 10,000 product IDs per batch job	Catalog-wide monitoring

Live API Response Example

This is exactly what comes back. No extra parsing needed.

Popular MissFresh API Use Cases

Built for the teams that live and die by MissFresh data.

📈

Price & promo monitoring

Track live pricing and bundle deals across DMW and fresh-market listings.

🔍

Fresh-grocery market research

Analyze category trends and pricing bands across MissFresh's serviceable cities.

🛡️

MAP & brand distribution

Track where and at what price your brand's products are listed and promoted.

💬

Review & sentiment mining

Pull reviews to track product satisfaction trends across categories.

🏬

DMW coverage analysis

Map distributed mini warehouse density and stock reliability by city.

🥬

Fresh-market digitization tracking

Study merchant participation and pricing in digitized traditional fresh markets.

🏆

Competitive benchmarking

Track pricing and delivery speed against other Chinese fresh-grocery platforms.

🧭

ML training data

Generate labeled product, price, and image datasets for recommendation models.

How the MissFresh API Works

From API key to structured data in five steps.

1

Get your API key

Sign up and generate a key from your dashboard in under two minutes.

2

Choose an endpoint

Pick /product, /search, /reviews or /dmw-availability depending on what you need.

3

Send the request

Call the endpoint with a product ID, keyword, or coordinates.

4

We handle the hard part

Proxies, headless rendering, CAPTCHA-solving, and parsing all happen behind the scenes.

5

Receive structured data

Get clean JSON or CSV back in seconds, ready to drop into your pipeline.

Developer-Friendly Integration

Built by people who read the docs too.

One consistent JSON schema across every endpoint. No SDK lock-in — plain REST calls work from any language or platform.

→

Predictable REST design

Standard HTTP verbs, query params, and status codes — nothing proprietary to learn.

→

JSON, CSV, or webhook delivery

Get results inline, as a downloadable file, or pushed to your endpoint when a batch job finishes.

→

Sandbox & test keys

Free sandbox environment with sample product IDs so you can build before you pay.

→

Postman collection & SDK snippets

Import a ready-made collection or copy request snippets for Python, Node.js, and cURL.

Quickstart

API Performance & Reliability

Numbers we publish because we track them daily.

99.9%

Uptime SLA

<3s

Avg. response time

99.3%

Successful extraction rate

10K+

Concurrent requests supported

Security & Compliance

Compliant by design, not as an afterthought.

🔒

Encrypted in transit

All requests and responses travel over TLS 1.2+. API keys can be scoped and rotated anytime.

⚖️

PIPL & global alignment

Our extraction workflows are built around China's Personal Information Protection Law alongside GDPR and CCPA guidelines.

🌐

Public-data-only policy

We collect only publicly accessible listing data — never login-gated or private account information.

✓ISO 9001:2015 Certified ✓ISO/IEC 27001:2013 Certified ✓IAF Multilateral Recognition ✓GDPR-aligned workflows

API Documentation & Resources

Everything to go from key to production.

Guide

Quickstart Guide

Get your first API response back in under five minutes.

Read guide →

Reference

Full API Reference

Every endpoint, parameter, and response field documented in detail.

View reference →

Tool

Postman Collection

Import ready-made requests for every MissFresh API endpoint.

Download →

Code

SDKs & Code Samples

Python, Node.js, PHP, and Ruby snippets for every use case.

Browse samples →

Frequently Asked Questions

Still deciding? Here's what most teams ask first.

We collect only publicly accessible product listing data using automated tools, following publicly available web-data guidelines. We recommend reviewing your own use case with legal counsel, especially for redistribution.

Every request to /product, /search, and /deals triggers a live pull — you're not reading from a stale cache. Bulk jobs complete within minutes depending on batch size.

Yes. The /fresh-market endpoint returns merchant-level listings from digitized traditional fresh markets separately from the core DMW grocery catalog.

Yes — MissFresh fulfills orders from distributed mini warehouses close to residential areas, and the /dmw-availability endpoint resolves stock and delivery ETA from the specific DMW serving a coordinate.

Our infrastructure retries automatically across a rotating proxy pool. You're only billed for successfully returned responses.

Yes, every account starts with a free sandbox key and sample credits so you can test all endpoints before committing to a plan.

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Pull live MissFresh data
in the time it takes
to read this sentence.