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R L's avatar

The point about Amazon's privileged access to identity and inventory data is crucial for understanding why TTD's neutrality advantage is shrinking. Amazon's retail flywheel gives them first-party purchase intent data that no DSP can replicate, and they're now bolting AI directly onto that data moat. The adtech market is increasingly bifurcating into walled gardens with integrated data stacks versus the open web, and advertisers are choosing efficiency over philosphy. TTD's challenge isn't execution, its structural positioning in a market where the gorillas keep getting bigger.

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