What a Tracking Pixel Actually Is
You are in the meeting where someone asks what the paid budget produced. The pixel is installed. It has been installed for two years. And...
What to Track in GA4 (and What to Ignore) on a B2B SaaS Marketing Site
Most marketing teams never chose their tracking setup. They inherited it, from an agency, a departed ops hire, or three consecutive quarters of somebody adding...
GA4’s Defaults Are Assumptions, Not Facts
A marketing lead defends a channel in the quarterly review using GA4’s own attribution report, confident the number is real. Three questions in, nobody in...
Why Your Marketing Automations Fail Silently
A B2B SaaS team’s meeting-to-CRM automation dropped records for weeks, and the dashboard stayed green the entire time. The account managers felt it before anyone...
Attribution Fails at the Edges: The Six-Check CTA Audit
Attribution fails silently at the edges: form modals, JavaScript-only buttons, hash links. Run this six-check CTA audit before trusting a lead report.
The Silent Default: How Your Hottest Leads Get Counted as Cold
A lead-scoring system is a sorting machine, and every sorting machine needs a slot for the things it cannot sort. On one B2B SaaS marketing...
The Cookieless Marketing Site: Tracking That Survives Privacy Law
Chrome kept cookies, but your tracking is going cookieless anyway: Safari and Firefox block by default and most visitors decline consent. Here is what survives.
How to Track AI-Referred Traffic When GA4 Files It as Direct
A retainer this practice closed in 2026 started with a prospect who already knew the work before the first call. He had not found the...
What ‘Data-Driven’ Actually Means When Your Data Is Wrong
“Data-driven” has become the marketing version of “world-class”: a phrase that means everything and therefore means nothing. Only 41% of marketing leaders consider their organization...
GTM, Native GA4, or Server-Side GTM: Three Ways to Track Events on a B2B SaaS Site (and When Each One Stops Hurting You)
Most B2B SaaS teams picked their tracking architecture in 2019, never revisited it, and now make paid media decisions on a measurement layer that quietly...