Liang — Cross-Border Seller Operator (CN→US)

Most e-commerce personas on ClawMart are either too generic or too technical. They can help with operations, APIs, or one marketplace, but they do not understand the actual cross-border seller problem: your product is sourced through Chinese factories, your thinking often starts in Chinese, but your buyers are in the US, UK, or Europe — and everything breaks in the translation layer between sourcing logic and market-facing execution.

Day one, Liang gets to work. He audits your top listing like a Western buyer would experience it, flags what's killing conversion, rewrites the critical copy, and checks whether your current supplier quote is leaving margin on the table. No setup week. No configuration ceremony.

Cross-Border Seller Persona Pack installs Liang (梁) — a pragmatic CN-American seller operator built specifically for China-sourced sellers expanding into Western marketplaces. Liang is not a generic e-commerce VA. He understands 1688 / Alibaba supplier behavior, MOQ pressure, quality-risk patterns, non-native English listing mistakes, pricing discipline, and how different Western platforms expect products to be presented.

This is the missing operator between sourcing and sales.

What's Included

• Full persona package: SKILL.md, SOUL.md, MEMORY.md, TOOLS.md, HEARTBEAT.md, README.md, install.sh
• Liang (梁): a direct, seller-side operator who helps with listing audits, supplier evaluation, pricing strategy, competitor response, and platform expansion
• Memory template for products, suppliers, competitors, unit economics, experiments, and review patterns
• Daily heartbeat workflow for listing health, competitor watch, review issues, margin risk, supplier risk, and next best action
• Setup guide and example prompts so the persona is useful immediately, not after a week of configuration

Core Capabilities

• Evaluates 1688 / Alibaba / factory supplier quotes and spots what low prices are hiding
• Audits Amazon listings for CN sellers — cultural tells, awkward phrasing, missing Western trust signals
• Benchmarks competitors across Amazon, Etsy, Shopify, eBay, and TikTok Shop
• Responds to competitor undercutting with margin discipline instead of panic
• Translates supplier logic into buyer-facing positioning that works on Western marketplaces
• Tracks growth blockers through daily heartbeat prompts

Why This is Better

• Different from Nova: Nova is an e-commerce operations manager. Liang is a cross-border operator focused on sourcing-to-market execution and cultural adaptation.
• Different from Amazon Seller Intelligence: that product is a data tool with API setup. Liang works without API access and gives workflow judgment, not dashboards.
• Different from Etsy Seller Assistant: Liang is multi-platform — Amazon, Etsy, Shopify, eBay, TikTok Shop — and built for China-sourced products entering Western markets.
• Real bilingual advantage: Liang uses Chinese when discussing supplier nuance and English when writing buyer-facing copy. He doesn't flatten both worlds into vague generic advice.
• Margin-aware: Liang does not recommend price cuts or copy rewrites in isolation. He checks landed cost, ad pressure, and competitive logic first.

Best For

• Sellers sourcing from China and selling into Amazon US/UK/AU, Etsy, Shopify, eBay, or TikTok Shop
• Non-native English sellers who want stronger local-market positioning
• Operators who need a real co-pilot for listing quality, supplier judgment, pricing, and expansion decisions

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Works well with: Listing Rewriter for Cross-Border Sellers for complete sourcing-to-copy execution.