How do I get the catalog programmatically?

Use the REST API: GET /api/v1/products returns structured JSON for each product (SKU, name, supplier, price and currency, category, media, availability). Authenticate with a Bearer token. A catalog export endpoint is available for bulk mapping.

Is there an MCP server for AI agents?

Yes. Our remote MCP server is live at https://pleasurestock.com/mcp (Streamable HTTP, Bearer-authenticated with your API key). Connect Claude Code with `claude mcp add --transport http pleasurestock https://pleasurestock.com/mcp --header "Authorization: Bearer YOUR_API_KEY"`, or add it to Cursor. It exposes read-only catalog tools (catalog_search, catalog_get_product, catalog_lookup, catalog_list_categories). See /api-docs for setup.

What data does the API expose?

Per product: SKU, name, supplier, normalized price with currency (USD/CNY), category and tags, media URLs, and availability. Through External API v2 you can also pull aggregated demand, landed cost, and reorder recommendations for connected buyer systems.

What format is the data in, and how is it structured?

Normalized JSON. Prices are normalized across suppliers (USD/CNY), every product has a stable identifier (uuid), and categories and tags are consistent. No PDF scraping or per-supplier format reconciliation on your side.

How many products are there, and how fresh is the data?

Thousands of verified products from dozens of suppliers. Catalogs are ingested from supplier price-lists, passed through a dual-agent verification gate, normalized, and published — so data updates continuously as suppliers send new lists.

How do I authenticate?

With a Bearer token / API key scoped to your company. The same key works across catalog and External API v2 endpoints.

What does it cost, and how do I start?

It's free during beta. Register and request an API key (self-service onboarding is coming; for now keys are issued on request via support). Early adopters get preferential terms when paid tiers launch.

Can the platform tell me when to reorder?

Yes. Send your sales and stock through the API (or expose a read-only feed we pull automatically), and the smart-reordering engine returns recommendations: which products to reorder, in what quantity, by which date, and whether to ship by sea or air.

Can I get product descriptions and tags for my own store?

Yes. Add include=description,tags,attributes to catalog and search requests, and every product returns its original description, normalized tags and structured attributes — raw material for your own listings.

Can I sell my own surplus stock on the platform?

Yes. Every buyer account can open a free public storefront page and list surplus products to sell or swap with other buyers on the platform.

Product-data API

Product data & catalog API for AI-driven procurement

A normalized, machine-readable wholesale catalog — thousands of verified SKUs from real suppliers, with pricing, media, and demand and cost signals — ready for your AI agents and automated ordering.

Get Started → Browse Products AI Docs ↗

GET /api/v1/products/DEMO-1042

# Example response — illustrative, not real catalog data
$ curl -H "Authorization: Bearer $KEY" \
   .../api/v1/products/DEMO-1042

{
  "sku": "DEMO-1042",
  "name": "Wireless Wand Massager",
  "supplier": "Example Supplier",
  "price": { "value": 9.90, "ccy": "USD" },
  "category": "massagers/wand",
  "media": ["cdn/.../front.webp"],
  "availability": "in_stock"
}

Live catalog

5,440

verified products live

active suppliers

Dual-agent quality gate

Every supplier row is parsed and independently re-checked by a second AI agent. Only matching, verified data — correct name, image, price, currency, category — gets published.

Normalized & multilingual

Prices unified to USD / CNY, stable product identity, consistent categories. Catalog in EN · RU · TR · 中文.

All products in one window

Unified catalog from multiple suppliers. Real-time stock levels. Consistent data structure.

View example product →

REST API + live MCP server

RESTful endpoints with AI-optimized responses. Our remote MCP server is live — connect Claude Code or Cursor in one line.

MCP live

Media & specs unified

Standardized images, videos, and specifications. One format for all suppliers.

Raw content for your listings

Every product carries its original description, tags and attributes — ready raw material for your own storefront texts, SEO pages and filters. One query parameter away.

GET /catalog?include=description,tags,attributes

From supplier price-list to clean API in one pipeline

Ingest

Excel / PDF price-lists from suppliers, pulled straight from email.

Verify

Dual-agent consensus gate checks every row — quality, currency, media.

Normalize

Categories, currencies (USD/CNY), stable product identity.

Publish

Live on the storefront and the API the moment it passes the gate.

Procurement autopilot

More than a catalog

Connect your sales and stock, and the platform does the heavy math for you.

Never run out of stock — we do the math

Send your sales and stock levels through the API — or expose a simple read-only feed and we pull it automatically. Our engine watches demand, real delivery lead times and current stock, then tells you what to reorder, how much, and when. No need to build your own forecasting system.

DEMO-1042 Reorder 240 pcs by Aug 12 🚢 sea

DEMO-2087 Reorder 60 pcs now ✈️ air

Push API or feed pull Smart reordering

Know the true cost & time of delivery

Average lead times by sea and air from real deliveries to your country — and what shipping actually adds on top of the invoice.

🚢 By sea ~48 days · ✈️ By air ~12 days

Invoice $10,000 → landed ≈ $15,000 (+50%)

Pro

Collaboration

Work with suppliers and your team — in one place

Message suppliers on-platform

A built-in messenger with every supplier — with one-click message translation, so language is never a barrier.

最低起订量是100件

🌐 The MOQ is 100 units.

Your team, one order

Invite teammates into your company workspace. Discuss the order together: comments on the order and on each line item — plus internal notes suppliers never see.

Ask right on the product card

Leave a question or comment on any product — the supplier sees it and replies. Keep team-only discussion in the same thread, invisible to the supplier.

Beyond procurement

Sell, swap and buy together

Your own storefront — free

Turn surplus stock into cash: publish your own products on a public storefront page and sell or swap with other buyers on the platform. Included in every account.

Free

Buy together

Team up with other buyers to reach better MOQs and prices — start a group purchase straight from your cart and split the batch.

Are you a supplier?

Send your catalog and reach importers worldwide. We parse, verify and publish it — you keep selling.

For suppliers →

Market signals & intelligence

We track marketplace ratings, prices and review velocity to surface demand and pricing trends for sourcing. Live now: the Turkish market (Trendyol).

Market intelligence

See it live

Real products, real suppliers, real prices — browse the public catalog without an account.

Browse catalog →

Built for the AI era

Our API isn't just machine-readable — it's AI-native. Structured data that neural networks understand. Semantic markup for LLMs. Vector embeddings for similarity search.

OpenAI GPT Claude API LangChain Vector DB MCP (live)