A Straight Guide to Connecting Ad Platform Data to Closed-won Revenue
Connecting ad platform data to closed-won revenue sounds simple until you’re three integrations deep. This is the version without the detours. Where marketing measurem…
Measurement & Data Engineering
Explore articles about Measurement & Data Engineering.
269 articles · Page 23 of 27
Questions to Ask Before Fixing Spend-vs-conversion Mismatches Across Channels
Before starting work on fixing spend-vs-conversion mismatches across channels, these are the questions that change the whole approach. Where marketing measurement & da…
Why Measurement Architecture for a Multi-brand Company Trips Up Most Teams
Measurement architecture for a multi-brand company looks straightforward on a slide and falls apart in the actual account. Here’s where it usually goes wrong. Where ma…
The Most Common Mistakes in Modeling Multi-touch Attribution without a Black Box
We see the same mistakes repeat around modeling multi-touch attribution without a black box, across very different setups. Most of them are avoidable in under an hour.…
How to Start Why Marketing Dashboards Disagree with Finance
Most teams treat why marketing dashboards disagree with finance as a one-time setup task. It isn’t. Here is the order of operations that avoids rework. Where marketing…
Signs You Need Help With Choosing Between First-touch, Last-touch, and Data-driven Attribution
Choosing between first-touch, last-touch, and data-driven attribution usually breaks quietly. These are the signs it’s already costing you data, not just tidiness. Whe…
How to Start Picking a Single Source of Truth for Marketing Numbers
Most teams treat picking a single source of truth for marketing numbers as a one-time setup task. It isn’t. Here is the order of operations that avoids rework. Where m…
How to Start Measuring Marketing ROI When Sales Cycles Are Long
Most teams treat measuring marketing ROI when sales cycles are long as a one-time setup task. It isn’t. Here is the order of operations that avoids rework. Where marke…
Structuring UTM Parameters So They Survive a CRM Import: A Practical Checklist
Before you touch structuring UTM parameters so they survive a CRM import, run through this checklist. Skipping a step here is the usual reason numbers don’t match late…
The Most Common Mistakes in Structuring UTM Parameters So They Survive a CRM Import
We see the same mistakes repeat around structuring UTM parameters so they survive a CRM import, across very different setups. Most of them are avoidable in under an ho…