Commerce, rebuilt for agents — not browsers.
xurprise is the discovery layer for agent-native commerce. AI agents query our interface with a user's shopping intent and receive region-matched product data — only from the platforms that can actually fulfill in that user's region.
What we do
We operate a region-aware product discovery service for AI agents. When an agent — running inside Claude Desktop, ChatGPT, Cursor, Perplexity, or any other host — needs live product data to serve its user, it calls our API. Based on the user's region, we return normalized product listings from the platforms that actually fulfill there: Taobao, JD, Pinduoduo for China; Shopee, Lazada, TikTok Shop for Southeast Asia; more as we expand.
- Region-aware by design: each geography is a first-class surface, matched to local fulfillment reality
- Normalized product schema across platforms, served as JSON and optionally as renderable agent-UI
- Attributed affiliate purchase links (server-side attribution, no cookie stuffing)
- Access interfaces: agent-crawlable Web pages, REST API, and Model Context Protocol (MCP)
Cross-border price arbitrage is a non-goal. A Singaporean agent sees Shopee, Lazada, and TikTok Shop SG; a China-based agent sees Taobao, JD, and Pinduoduo. Each region is served by platforms the user can actually buy from.
For merchants
The long-term direction is a decentralized, agent-native commerce layer. Today we discover products for agents through official affiliate APIs; on the roadmap, merchants will be able to publish products directly to the agent ecosystem — structured data, region-tagged fulfillment metadata, and programmatic updates — without routing through a marketplace chokepoint.
Think of it as Amazon for the agent era, except decentralized by design: any merchant, any region, any agent.
Early merchant integration enquiries: xwow.dev@gmail.com
For affiliate partners
xurprise is a new kind of publisher, built for an agent-first internet. Our "traffic" is not browser page views — it is API calls from AI agents serving their users. When an agent needs live product data, it calls us; we return region-matched listings with attributed affiliate links that route the buyer to the platform they can actually transact with.
We believe agent-native commerce infrastructure is being rebuilt from scratch, and the affiliate layer is where that rebuild begins. Every integration we run uses official APIs and server-side attribution — no scraping, no MAP violations, no cookie stuffing — so the publisher-network contract stays clean while the discovery surface itself is reinvented for agents.
- Traffic source
- AI agent API calls
- Promotion method
- Comparison (regional, multi-platform product discovery)
- Attribution
- Server-side via affiliate API parameters
Contact
Operator: Ge Jiaqi, founder & director
Email: xwow.dev@gmail.com
Legal entity: XWOW Pte. Ltd.
Privacy
xurprise operates as a programmatic discovery interface for AI agents. We do not collect personally identifiable information from end users. The data we retain is limited to (1) anonymized query text, (2) response payloads for cache and quality improvement, and (3) aggregate click events on affiliate links for attribution. Agent platforms that invoke our API may log their own session data separately; that is outside our scope.
Terms of use
xurprise is a product discovery interface and does not process transactions directly. All purchases occur on the destination merchant's e-commerce platform under that platform's own terms of sale. We receive affiliate commissions on qualifying purchases. Product information is surfaced as-is from official affiliate API feeds; availability, prices, and specifications may change without notice. xurprise is not responsible for merchant-side fulfillment or after-sales service.