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AI Max for Search: When Google’s Black Box Actually Delivered (...Sometimes)
We rolled out AI Max for Search across campaigns for clients in multiple verticals, including eCommerce, online education, and nonprofit. In most cases, it captured 5–10% of Search spend, produced ~30% stronger ROAS than non‑AI Max traffic, and uncovered incremental volume. However, it also proved to “cherry-pick” volume from existing keywords, which masked some inefficient spend, emphasizing the need for strong conversion signals and constant guardrails.


Case Study: How Measurement Made the Difference in X Ad Testing
Using a strategic, low-risk testing approach, we uncover the real value of a new ad network, unlocking efficient lead generation.
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