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Jinji Huangleft a comment
Small product update: MapleBridge Open now includes more concrete sample payloads for skincare packaging, smart home electronics, and recycled packaging workflows. The important part is the match explanation layer: each sample shows why a buyer intent and supplier capability fit, and what still needs human review before an introduction. Sample payloads: https://github.com/jinjihuang88-...
MapleBridge.ioAI-powered B2B matching for global China trade
Jinji Huangleft a comment
I lean toward a hybrid, with the product doing the first bit of truth-testing. For a narrow B2B product, building a personal brand too early can create the wrong feedback. People may like the founder story, but that does not prove the workflow solves a painful enough problem. What has felt safer for me is to build enough that strangers can react to the actual workflow, then share the thinking...
Build your brand before your product, or launch first and reveal yourself later?
Jinji Huangleft a comment
Quick update: MapleBridge Open is now public. We published the buyer-agent + seller-agent + match-engine contract layer as a separate open repo and docs set. Open layer: https://maplebridge.io/open/ GitHub: https://github.com/jinjihuang88-...
MapleBridge.ioAI-powered B2B matching for global China trade
Jinji Huangleft a comment
Hey Product Hunt! I built MapleBridge after seeing North America buyers spend too much time filtering large supplier directories and too little time talking to factories that actually fit. MapleBridge is a matching-first sourcing platform. Buyers submit one sourcing brief, and we help match them with Chinese manufacturers based on product type, MOQ, compliance context, and communication fit. If...
MapleBridge.ioAI-powered B2B matching for global China trade
MapleBridge connects Canadian importers with Chinese manufacturers — automatically.
How it works:
1. Post your procurement need in plain language
2. AI searches TradeKey, Made-in-China, Global Sources in real time
3. LLM semantically matches the best Chinese suppliers
Key features:
Semantic matching — understands intent, not just keywords
Bilingual AI — Chinese And English
Continuously updated supplier database
Telegram Bot + built-in chat
Just post your need and get matched.
MapleBridge.ioAI-powered B2B matching for global China trade