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Chris Tottman's avatar

I'm learning quickly 😳

Alex Randall Kittredge's avatar

This is a critical shift that many brands are still sleeping on. The point about optimizing for extraction vs. ranking really resonates - it's not enough to have great content if AI systems can't easily quote and cite it.

The emphasis on manufacturing consensus through consistent messaging across touchpoints is spot on. Would love to hear more about how you balance brand voice/creativity with the need for that extractable, fact-dense content.

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