Pinduoduo Group-Buy Data API · Live

Pull live Pinduoduo data down to the group-buy price and the subsidy tag.

Single-buy price and group-buy price in RMB, 100 Billion Subsidies flags, factory-direct and farm-origin sourcing detail, and group progress — structured and delivered as clean JSON or CSV. No proxies to manage, no CAPTCHAs to solve, no HTML to parse.

See a Live Response

4 Pinduoduo Verticals

65M+ Monthly API Calls

99.9% Uptime SLA

Real-Time Data Refresh

GET /v1/pdd/product

LIVE

// request timestamp 2026-07-03 04:31:10 UTC { "sku": "PDD9512238", "vertical": "pinduoduo.com", "title": "Anker 20000mAh Power Bank", "price": { "single_buy_price": 89.00, "group_buy_price": 69.00, "currency": "CNY" }, "subsidy_flagged": true, "group_status": { "participants": 412, "needed": 500 }, "rating": 4.5, "review_count": 15420, "availability": "in_stock", "fetched_in_ms": 1738 }

Why Choose Our Pinduoduo API

The same listing can carry two prices and a countdown timer.

Between single-buy price versus group-buy price, 100 Billion Subsidies discounts layered on top of already-low factory pricing, and a catalog that spans farm-direct produce alongside manufacturer-direct goods, Pinduoduo's pricing model doesn't map cleanly onto a standard listing page. Our infrastructure absorbs that complexity so your team just calls an endpoint and gets data back.

01

Zero blocking, zero maintenance

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

02

Group-buy & subsidy aware

Every price response separates the single-buy price, group-buy price, and 100 Billion Subsidies discounted price where applicable.

03

Origin & sourcing detail

We tag factory-direct and farm-direct listings with origin region and manufacturer verification status — fields most marketplace APIs skip entirely.

04

Built for scale from day one

From a 100-SKU test batch to millions of daily checks across categories, the same endpoint and response shape scale with you.

Pinduoduo API Features

Everything you need to keep Pinduoduo data flowing.

⚡

Real-time extraction

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

🧩

Custom field selection

Request only the fields you need — price, group status, reviews — to cut payload size and parsing time.

👥

Group-buy progress tracking

Get current participant count, group size required, and time remaining on active group-buy listings.

📦

Bulk & scheduled requests

Submit thousands of SKUs in one batch job or schedule recurring pulls on an hourly, daily, or custom cadence.

🏷️

Subsidy & campaign detection

Flag 100 Billion Subsidies items and seasonal mega-sale pricing automatically alongside the base price.

📊

Historical price tracking

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

What Data Can You Access?

Every field a listing page shows — group status and origin included.

CoreTitle & SKUBrand, category, product type

PricingSingle-buy & group-buy priceDiscount %, RMB currency

Subsidies100 Billion Subsidies flagSubsidized price, campaign eligibility

Group BuyGroup progressParticipants, group size required, time remaining

OriginFactory / farm-direct flagOrigin region, manufacturer verification

InventoryStock statusIn stock, low stock, sold out

MediaImages & videosGallery images, product videos

ReviewsRatings & review countAverage rating, star breakdown

ReviewsIndividual reviewsText, rating, photo review flag, date

DeliveryShipping & free-shipping thresholdDelivery estimate, minimum order for free shipping

StructureCategory breadcrumbsFull category tree path

VariantsSpec / color variationsLinked SKUs per variation

Supported Pinduoduo Verticals

Agriculture, factory direct, fashion, and electronics — one integration covers all of it.

Switch the vertical parameter to pull from a different Pinduoduo category with the same consistent response shape.

🥬

Agriculture & Fresh Produce

Farm-direct fruit, vegetables & agricultural goods.

🏭

Factory Direct & Manufacturing

Manufacturer-direct goods across categories.

👗

Fashion & Apparel

Clothing, footwear & accessories catalog.

📱

Electronics & Home

Gadgets, appliances & home goods catalog.

China-wide

Shipping & delivery data across major regions

Group Buy

Live participant count checked per request

Real-time

Stock and pricing checked on every request

Pinduoduo API Endpoints

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

Method	Endpoint	Description	Typical use
GET	/v1/pdd/product	Full product detail by SKU or URL	Price & stock monitoring
GET	/v1/pdd/search	Keyword or category search results	Market & competitor discovery
GET	/v1/pdd/reviews	Paginated customer reviews for a product	Sentiment analysis
GET	/v1/pdd/deals	Active 100 Billion Subsidies & campaign pricing	Promo & pricing intelligence
GET	/v1/pdd/group	Live group-buy status for a listing	Group progress tracking
POST	/v1/pdd/bulk	Submit up to 10,000 SKUs per batch job	Catalog-wide monitoring
GET	/v1/pdd/category	Category tree metadata	Taxonomy mapping

Live API Response Example

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

Popular Pinduoduo API Use Cases

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

📈

Price & group-buy monitoring

Feed live single-buy and group-buy pricing into your repricing or tracking tools every few minutes.

🏭

Factory-direct sourcing research

Identify verified manufacturer-direct listings and pricing for private-label sourcing.

💰

Subsidy campaign tracking

Monitor which SKUs carry 100 Billion Subsidies discounts and how pricing shifts during campaigns.

💬

Review & photo mining

Pull reviews and customer photo submissions to gauge real product quality.

🤖

ML training data

Generate labeled product, price, and image datasets for pricing and demand-forecasting models.

🌾

Agricultural supply chain research

Track farm-direct produce pricing and origin data across regions and seasons.

🏆

Competitive benchmarking

Track how your listings rank and price against competitors across China's group-buy marketplaces.

🔁

Viral discount pattern tracking

Study how group-buy pricing and referral discounts evolve as participant counts grow.

How the Pinduoduo 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 /deals depending on what you need.

3

Send the request

Call the endpoint with a SKU, keyword, or URL and your vertical parameter.

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 and every vertical. 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 SKUs 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

99.2%

Successful extraction rate

13K+

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

Frequently Asked Questions

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

We collect only publicly accessible 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. Group-buy participant counts and time-remaining fields are checked live on every request.

Yes. The /product endpoint returns single-buy price and group-buy price as separate fields, along with 100 Billion Subsidies pricing where it applies.

Yes — pass the appropriate vertical parameter to pull from Agriculture & Fresh Produce, Factory Direct & Manufacturing, Fashion & Apparel, or Electronics & Home using the same response schema.

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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