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Victor Garcia's avatar

The three-tier negative structure is the right model, but in practice the hardest part isn't building it before September — it's maintaining it when AI Max starts testing laterally into adjacent categories your brand team considers 'close enough.' What we're consistently seeing with retail and DTC accounts is that the query categories that create the most political friction aren't the obvious brand/competitor exclusions but the informational modifiers in categories where the brand has content marketing ambitions — the paid and organic teams end up in a standoff over the same search queries.

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