AI is reshaping digital advertising by unleashing a wave of creative supply.

Teams can now generate thousands of ad variants quickly and cheaply. Targeting is getting smarter as Meta, Google, and others push more compute into the ad stack to serve the right message to the right person at the right moment. Feedback loops are tightening: every impression and click trains the system, compounding performance gains. Gen AI boosts the volume and variety of creative, while GPU-accelerated models sharpen targeting and timing. The net result is more relevant ads and higher conversion rates.

Where could this go next? Advertisers will generate far more creative, feeding models that continuously personalize and optimize. Conversion rates should increase meaningfully as models learn which creative works for whom and when. We expect revenue growth to follow — better matches drive more sales.

As AI transforms digital advertising, it’s also reshaping how consumers discover and buy products online. We believe this shift positions e-commerce as one of the major beneficiaries of the AI revolution.

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