The Frog Files

Sharp takes on AI marketing.
None of the fluff.

Working notes from the Purple Frog team. AEO, paid media, content, and the unglamorous reality of growing a B2B business in 2026.

Latest

6 posts · Updated April 2026

AEO is just SEO with citations.

Everyone's freaking out about AI search like it's some new beast. It isn't. It's a new front door to the same library — the library still rewards the same things. Here's what actually matters.

Performance Max is a black box. Here's how to crowbar it open.

Google would love you to set a budget and forget. We'd rather you knew what was happening inside. A field guide to making PMax less opaque — including when to fire it entirely.

The agency-buyer trust deficit. (And what actually fixes it.)

After 20 years on both sides, I can tell you exactly why most agency relationships die at the 6-month mark. It isn't performance. It's something more boring than that.

Conversion tracking is the most expensive thing you're not doing.

Of every dollar an SMB spends on paid media in 2026, thirty cents is being optimized against incomplete or wrong conversion data. The four-part fix.

The four reasons clients fire their agency. Ranked.

20 years on both sides of the agency-client breakup. The four reasons it actually happens, in order. Performance isn't first.

You can rank without traffic. AEO is a third thing.

It's now possible to drive revenue from a search keyword you don't rank for at all. The mechanism, the levers, and what to actually measure.

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