AI agent for cross-border sellers · Built with Claude

From winning product to live listing, on autopilot.

409 Labs helps Korean sellers find proven products on Qoo10 Japan and Joom, turn real customer reviews into selling points, and publish localized detail pages in minutes.

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Sourcing Engine: recently sold items pulled from competitor shops, with price, sales count and reviews.

500products listed by the engine in under 30 minutes
5,000live listings maintained by one automated store
800+brands and every category mapped to Qoo10 Japan codes
23%margin in the first mega sale, with no detail pages

Figures from a founder-run test store on Qoo10 Japan, Feb to Jun 2025. See the case study.

Products

Three engines. One agent.

Each engine started as a tool we needed in our own stores. Claude now ties them together into one workflow, with a person approving every batch.

Built with Claude

AI where judgment matters.

Rules handle the repeatable steps. Claude handles the steps that need reading and judgment: understanding reviews, writing localized copy, choosing categories and checking claims, all through tool use and MCP.

EXTRACT

Structured data

Product pages and images into clean JSON.

ANALYZE

Review insights

Buyer needs tagged with a consistent codebook.

WRITE

Localized copy

Japanese and English pages, rule-checked.

ORCHESTRATE

Agent workflow

Sheets and Figma via MCP, marketplace APIs, human approval.

See how the 409 Agent works →
How it works

Sheets in. Detail pages out.

Every product becomes one row. Every row becomes a finished, on-brand detail page, ready for review and upload.

Product imagesauto-hosted URLs
Reviews + competitor pagesbuyer needs
Japanese / English copyGoogle Sheets
Figma templatesfinished pages
Marketplace APIslive listings

Prototype: one Google Sheet syncs into a Figma template and fills a full set of detail pages at once.

Selling K-beauty abroad?

We are onboarding a small group of Qoo10 Japan and Joom sellers. Tell us what you sell.

Request early access