It is a massive technical challenge to rebuild the marketing infrastructure of a platform that already handles millions of active customers because any shift in the engine has an immediate and measurable impact on high-volume marketplace spend.
The real opportunity here is the sheer scale of the data available for training because moving from traditional rule-based marketing to a truly agentic AI system across a thousand different cities allows for hyper-local personalization that was previously impossible to manage manually.
Since you are looking for AI builders to join this overhaul are you prioritizing engineers who specialize in real-time recommendation architectures or are you focusing more on those who can build autonomous agents for localized merchant outreach and deal optimization?
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Rebuilding the marketing engine from scratch at one of the largest marketplaces on the internet. 16M active customers, $150M in marketplace spend, 1,000+ cities.
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It is a massive technical challenge to rebuild the marketing infrastructure of a platform that already handles millions of active customers because any shift in the engine has an immediate and measurable impact on high-volume marketplace spend.
The real opportunity here is the sheer scale of the data available for training because moving from traditional rule-based marketing to a truly agentic AI system across a thousand different cities allows for hyper-local personalization that was previously impossible to manage manually.
Since you are looking for AI builders to join this overhaul are you prioritizing engineers who specialize in real-time recommendation architectures or are you focusing more on those who can build autonomous agents for localized merchant outreach and deal optimization?