How We Made 105 Malaysian Products Discoverable by AI Search Engines

11 Shopee brands — from badminton rackets to Korean beauty — now machine-readable for ChatGPT, Perplexity, and Gemini.

The Problem: AI Can't Shop on Shopee

When you ask ChatGPT to "find a good badminton racket in Malaysia" or tell Perplexity to "recommend affordable Korean skincare available on Shopee," the results are surprisingly thin. AI search engines struggle to find products on Southeast Asian e-commerce platforms.

Why? Platforms like Shopee and Lazada are built for human browsers — heavy JavaScript rendering, CAPTCHA walls, infinite scroll. AI crawlers like GPTBot and PerplexityBot can't get through. The products exist, but they're invisible to AI.

This means millions of Southeast Asian merchants are missing out on the fastest-growing discovery channel in the world: AI-powered search.

The Solution: AI Agent Stores

We built AI Agent Stores — lightweight storefronts optimized for machine consumption, not human browsing. Each store takes a merchant's Shopee product catalog and exposes it in formats that AI systems can understand and act on.

The key insight: we don't replace the merchant's Shopee store. Every purchase link redirects to their real Shopee listing. We're adding a new AI-readable "front door" to their existing business.

How It Works: The Technical Stack

Each AI Agent Store is a server-rendered page with zero client-side JavaScript. When an AI crawler visits, it gets clean, structured data instantly — no JavaScript execution required.

AI agents can also interact via MCP (Model Context Protocol) — a standard that lets AI assistants call tools directly. Our MCP server supports three operations: search products, get product details, and place orders.

11 Malaysian Brands, Now AI-Searchable

We launched with 11 brands covering sports, footwear, and beauty & skincare — 105 products total. Each store is live and ready for AI crawlers.

Try It Yourself

Want to see AI Agent Stores in action? Try these queries in your favorite AI search engine:

As AI search engines index our stores, these queries will start returning real product recommendations with direct links to purchase on Shopee.

For Shopee Merchants: Claim Your Store

If you're a Shopee merchant and your store is listed above, you can claim your AI Agent Store to get full control. You'll get a dashboard showing:

• Which AI platforms have indexed your products
• How many AI-driven impressions and queries you're getting
• Orders and leads generated from AI channels
• Revenue attribution by AI source (ChatGPT, Perplexity, Gemini)

It's completely free. We only succeed when you get orders.

What's Next: AI-First Commerce in Southeast Asia

We believe the next wave of e-commerce growth in Southeast Asia will be driven by AI agents — automated systems that search, compare, and purchase products on behalf of users. The merchants who are visible to these agents will win.

BBIZCLAUDE is building the infrastructure to make this happen. Our goal: make every Southeast Asian merchant discoverable by every AI search engine, starting with Malaysia.