Xiang Li

Xiang Li

Solving retail checkout for AI Agents
21 points

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Building APIs to help AI Agents search and checkout from major retailers.

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Founder & Leadership at Zinc

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Tastemaker
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Gone streaking

Maker History

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Xiang Li

5mo ago

AI Agents ordering on Amazon business accounts

Learnings from high-volume ordering. -Mature accounts: we started with one order a day and doubled. Certain categories (eg. cellphones) were more difficult to scale from a cold account. -IP discipline: one account, one IP. Establish a unified access point for account access. -Account health: profitability is a tracked metric and certain actions (eg. returns) incur a cost and degrade this, leading to sanctions. Looking to share knowledge with other teams programmatically ordering from retail channels.

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