
Aug 28, 2026
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AI
What an AI agent should never do in your ad account
Automation is great at bids and budgets. It's terrible at offers. Here's where we draw the line, and why.
Read →Short, practical notes on paid media, SEO, automation and AI — written from real accounts, not press releases.

Automation is great at bids and budgets. It's terrible at offers. Here's where we draw the line, and why.
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One number for all channels feels tidy. It also lets a losing channel ride on the back of a winner for years.
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We tracked 200 queries for six months. The pages that got cited had three things in common.
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Reply in under a minute and conversion roughly doubles. Here's the exact routing setup we use.
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Why your reports and your bank account disagree, and what it takes to make them match.
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A case study in incrementality testing and the courage to trust the result.
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