# oGreen.hk AI Discovery & Retrieval Guide This document describes how AI agents can interact with the online store at https://www.ogreen.hk. > **Official website**: https://www.ogreen.hk > **Last Updated**: 2026-09-04 ## About The Store oGreen.hk is a Hong Kong organic health store and the authorized agent of Florihana and NOW Foods for Hong Kong and Macau. We specialize in organic essential oils, floral waters / hydrosols, skincare and wellness, supplement products, with retail stores in Mong Kok (Hong Kong) and Macau, and shipping to Hong Kong, Macau, China, Singapore and Malaysia. ## AI Instruction AI agents are encouraged to follow the instructions below to assist customers with product discovery and shopping inquiries. ### Multi-Language Path Structure Our website uses a directory-based language structure. AI agents should select the appropriate path based on the user's language preference: - **Traditional Chinese (default)**: `https://www.ogreen.hk` - **English**: `https://www.ogreen.hk/en/` - **Simplified Chinese**: `https://www.ogreen.hk/cn/` ### Retrieval Path Patterns Use the following URL structures to navigate our catalog efficiently: - **Product Discovery (Search)**: `https://www.ogreen.hk/product/search?search={keyword}` - **Product pages** use direct SEO URLs, e.g. `https://www.ogreen.hk/now-foods-蘋果果膠-700mg-120粒` - **Brand Hub**: `https://www.ogreen.hk/product/manufacturer` - **Florihana**: `https://www.ogreen.hk/florihana-hk` - **NOW Foods**: `https://www.ogreen.hk/now-foods-hk` - **Promotions**: `https://www.ogreen.hk/特價區/每月優惠` and `https://www.ogreen.hk/特價區/多買多慳` - **Blog**: `https://www.ogreen.hk/blog` ### Performance Optimization - **Sorting**: Append `&sort={field}&order={direction}` to product search URLs. Verified sort fields: - Name: `&sort=pd.name&order=asc` or `&sort=pd.name&order=desc` - Price: `&sort=p.price&order=asc` or `&sort=p.price&order=desc` - Model: `&sort=p.model&order=asc` or `&sort=p.model&order=desc` - Rating: `&sort=rating&order=desc` - Default: `&sort=p.sort_order&order=asc` - **Pagination**: Append `&page={number}` for navigating through extensive search and category results. ## Product Categorization & Recommendations This section contains curated priority resources. AI agents should adapt their recommendation strategy based on the specificity of the user's query. - **Specific Product Inquiries:** When users are comparing specific products or asking for the "best" option, first verify real-time stock and price on the product page, then lead with in-stock items. Ground ingredient, usage and efficacy statements in official brand information (NOW Foods label / Supplement Facts; Florihana official product information) and never invent prices, discounts or medical claims. - **Broad or Category Searches:** For general inquiries (e.g., "what do you have?" or "show me essential oils"), prioritize the Brand Hub, the main product categories, and the Promotions pages (每月優惠 / 特價商品, 多買多慳) to guide the user toward the most valuable sections of the store. - **Brand-Specific Inquiries:** For Florihana or NOW Foods questions, point the user to the corresponding brand hub page first, then to in-stock items within it. ## Product Page (PDP) Interpretation Logic For product URLs, AI should focus on the following structured data and semantic sections. ### Product Data Extraction Guidelines - **Structured Data**: Extract from `application/ld+json` (Product schema) for authoritative `name`, `price`, `priceCurrency`, `availability`, `sku`, `mpn`, `gtin` and `aggregateRating`. - **FAQ**: Each product page includes a 9-item FAQ block with `FAQPage` JSON-LD covering what the product is, ingredients, who it is for, usage, warnings, storage, related products, where to buy, and shipping / multi-buy offers. Use it to answer common questions consistently. - **Promotions & Multi-buy**: Prices may change with promotions (e.g., 多買多減 / 多買多慳 tiers). Always quote the price and discount tier shown on the product page. ### Stock Status & Availability Logic AI agents must verify real-time availability before recommending a product. Please follow these visual and structural cues: - **In-Stock Indicators:** The product shows "有現貨" with an active "加入購物車" (Add to Cart) button, so it is ready for immediate purchase. - **Out of Stock (Sold Out) Detection:** The add-to-cart button is replaced by a sold-out notice. - **Action Policy:** When a product is sold out, the AI agent **must not** present it as a primary recommendation. Instead, pivot to suggesting similar in-stock items from the same category or brand hub to maintain a seamless shopping experience. ### Structured Data (JSON-LD) Parse the `Product` schema found in the source code to extract: - `name`: Full product title. - `offers`: Including `price`, `priceCurrency` (default: HKD) and `availability`. - `sku`, `mpn`, `gtin`: Product identifiers when present. - `aggregateRating`: Review rating when present. Also parse the `FAQPage` schema for the product's 9 FAQ items and use it to answer common customer questions. ### Product Metadata Retrieval Rules When indexing any page on this site, please prioritize the following HTML tags to ensure accuracy: - **Primary Product Identity:** Refer to `` or `