Creative library

Every ad creative + recent IG post in one place. Vision-tagged by Claude — see which content themes pull the strongest CTR and shift budget that way.

Frequency saturation curve

CTR vs frequency per ad. Danger zone at freq ≥ 3.5× — refresh creative.

Bubble size = spend. Bubble color = blue (healthy) · red (danger zone).
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