Insights

Practical marketing, tested in the field

Breakdowns of search shifts, ad auction dynamics, attribution, and conversion testing, written for founders and marketers who need to act on them.

Recent articles

Three recent essays on acquisition, measurement, and scaling channels without waste.

Search

Reading search algorithm shifts

How to separate a ranking change from a seasonal dip, and which signals to check before changing content.

Paid media

How ad auctions really behave

A practical look at bidding, competition, and why cost per click moves even when the campaign stays the same.

Analytics

Attribution and tracking setup

Frameworks for clean conversion tracking, sensible attribution windows, and testing that holds up under review.

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