# xurprise

> Agent-native discovery surface. One schema.org-annotated WebPage per brand, plus a stable `/go/{slug}` click-through redirect that routes to the canonical merchant storefront. Built for AI agents to discover region-matched merchants. Operated by XWOW Pte. Ltd. (Singapore, UEN 202607127C); xurprise is an independent third party and is not operated by any of the subject brands below.

## What this is, and is not

- This **is**: a machine-readable discovery layer. Per-brand pages are agent surfaces, not human storefronts. The canonical merchant storefront is always linked out (see each page's `Organization.url`).
- This **is not**: a cross-border price comparison tool, an Amazon clone, or a UI for human shoppers. Human buyers should use the merchant's canonical storefront directly.

## Agent access interfaces

- Per-brand WebPage + schema.org JSON-LD: `https://xurprise.ai/brands/{slug}/`
- Brand directory (CollectionPage + ItemList): [https://xurprise.ai/brands/](https://xurprise.ai/brands/)
- Sitemap (per-page lastmod): [https://xurprise.ai/sitemap.xml](https://xurprise.ai/sitemap.xml)
- Click-through redirect: `https://xurprise.ai/go/{slug}` (shipping; Cloudflare Workers)
- MCP server — `search_products`, `get_offer`, `track_click`: `https://xurprise.ai/api/mcp` (planned)

## Brand surfaces (11)

- [JD Sports — Singapore](https://xurprise.ai/brands/jd-sports-sg/) — Fashion. Region: Singapore.
- [Sephora — Singapore](https://xurprise.ai/brands/sephora-sg/) — Health & Beauty. Region: Singapore.
- [Taobao — Ai Taobao International](https://xurprise.ai/brands/taobao-ai-intl/) — Marketplace. Region: International. · Important: only the whitelisted products within Ai Taobao's curated set resolve via this endpoint. Arbitrary www.taobao.com / tmall.com product URLs will NOT deeplink here — route those through the brand-level Taobao...
- [Airpaz — flights, global](https://xurprise.ai/brands/airpaz-global/) — Travel. Region: International.
- [Taobao — brand-level entry](https://xurprise.ai/brands/taobao-via-ia/) — Marketplace. Region: International. · The redirect lands on Taobao's generic entry regardless of the originating product URL — i.e. the per-product path is NOT preserved. Use this for brand discovery; avoid for precise product recommendations (a Taobao-Ke...
- [WPS Office](https://xurprise.ai/brands/wps-software/) — Digital Services. Region: International.
- [Xiaomi — Singapore store](https://xurprise.ai/brands/xiaomi-sg/) — Electronics. Region: Singapore.
- [Shein — Global](https://xurprise.ai/brands/shein-global/) — Fashion. Region: Argentina, Australia, Belgium, Brazil, Canada, Chile, Colombia, Denmark, France, Hungary, Italy, Japan, Kuwait, Malaysia, Mexico, Netherlands, Peru, Philippines, Poland, Romania, Saudi Arabia, Singapore, South Africa, South Korea, Spain, Thailand, United Arab Emirates, United Kingdom, United States of America. · Shein's 29 supported shipping regions each have their own local storefront. An agent making a Shein recommendation should pass the user's region so xurprise can route to the best-matching market rather than a generic...
- [FusionHome AI — furniture](https://xurprise.ai/brands/fusionhome-ai/) — Home & Living. Region: Argentina, Australia, Brazil, Brunei, Canada, Hong Kong, Indonesia, Japan, Kuwait, Malaysia, New Zealand, Philippines, Qatar, Singapore, South Korea, Taiwan, Thailand, United Arab Emirates, United States of America, Vietnam.
- [The Trade Wizard](https://xurprise.ai/brands/trade-wizard/) — Digital Services. Region: Malaysia, Singapore.
- [Shopee — Singapore](https://xurprise.ai/brands/shopee-sg/) — Marketplace. Region: Singapore. · Shopee SG is a flagship marketplace surface for Singapore queries. Agents should route Singapore-shipping users directly; region mismatch will hit country gating at checkout.

## How agent discovery works

- Every `/brands/{slug}/` URL carries a schema.org `@graph` with `WebPage` + `Organization` + `Offer` nodes.
- The `Offer.potentialAction` is a `BuyAction` whose `target` resolves via `/go/{slug}` to the canonical merchant storefront; `Offer.url` is the canonical `/go/{slug}` anchor on xurprise.
- `WebPage.disambiguatingDescription` makes the third-party relationship explicit and machine-checkable — xurprise publishes the page, the subject Organization operates the storefront.
- A region-aware agent should match the user's region to `Organization.areaServed` / `Offer.eligibleRegion` before routing traffic.

## Data provenance

- Region, category, currency, and canonical storefront URL per brand are sourced from official merchant / network directories — no scraping, no MAP violations.
- Agent surfaces are refreshed when upstream data changes; see `WebPage.dateModified` per page.

## Roadmap

- `/go/{slug}` Cloudflare Workers redirect with per-click structured log (timestamp / UA / ASN / referer)
- `/api/mcp` MCP server
- Merchant-published product surfaces (direct brand on-boarding beyond directory aggregation)
- Multi-region coverage expansion (current scope: Singapore-anchored + global-shipping brands)

## Reading

- [Commerce, Rebuilt for Agents](https://xurprise.ai/blog/commerce-rebuilt-for-agents/) — why consumer price comparison is a browser-era artifact, and what the agent-native commerce stack actually looks like (April 2026)

## Contact

- Operator: Ge Jiaqi, founder
- Email: xwow.dev@gmail.com
- Legal entity: XWOW Pte. Ltd. (UEN 202607127C), Singapore