Pull the same campaign from Google Analytics 4, Search Console, Google Ads, and your CRM and you will get four different stories. Not close-but-rounded-differently stories — genuinely conflicting numbers, from systems all supposedly measuring the same thing. If your first instinct is to find the “broken” one, you are chasing a problem that does not […]
How To Measure PPC Performance When AI Controls The Auction
Paid search used to be legible. You changed a bid, added a keyword theme, rewrote an ad, and the numbers moved in a direction you could explain. Every input had a traceable output, and reporting was mostly a matter of showing which lever you pulled. That chain has come apart. With Performance Max, Demand Gen, […]