Questions to Ask Before Picking a Single Source of Truth for Marketing Numbers
Before starting work on picking a single source of truth for marketing numbers, these are the questions that change the whole approach. Where marketing measurement & d…
Measurement & Data Engineering
Explore articles about Measurement & Data Engineering.
269 articles · Page 22 of 27
The Most Common Mistakes in Building a Marketing Data Warehouse on a Startup Budget
We see the same mistakes repeat around building a marketing data warehouse on a startup budget, across very different setups. Most of them are avoidable in under an ho…
Why Marketing Dashboards Disagree with Finance: A Practical Checklist
Before you touch why marketing dashboards disagree with finance, run through this checklist. Skipping a step here is the usual reason numbers don’t match later. Where…
How to Start Unifying Ad Spend and CRM Revenue in One Model
Most teams treat unifying ad spend and CRM revenue in one model as a one-time setup task. It isn’t. Here is the order of operations that avoids rework. Where marketing…
A Straight Guide to Deduplicating Leads Across Ad Platforms and CRM
Deduplicating leads across ad platforms and CRM sounds simple until you’re three integrations deep. This is the version without the detours. Where marketing measuremen…
Why Choosing Between First-touch, Last-touch, and Data-driven Attribution Trips Up Most Teams
Choosing between first-touch, last-touch, and data-driven attribution looks straightforward on a slide and falls apart in the actual account. Here’s where it usually g…
A Straight Guide to Fixing Spend-vs-conversion Mismatches Across Channels
Fixing spend-vs-conversion mismatches across channels sounds simple until you’re three integrations deep. This is the version without the detours. Where marketing meas…
Why Auditing Marketing Data before a Board Report Trips Up Most Teams
Auditing marketing data before a board report looks straightforward on a slide and falls apart in the actual account. Here’s where it usually goes wrong. Where marketi…
Why Fixing Spend-vs-conversion Mismatches Across Channels Trips Up Most Teams
Fixing spend-vs-conversion mismatches across channels looks straightforward on a slide and falls apart in the actual account. Here’s where it usually goes wrong. Where…
A Straight Guide to Building a Weekly Marketing Scorecard That isn’t Vanity Metrics
Building a weekly marketing scorecard that isn’t vanity metrics sounds simple until you’re three integrations deep. This is the version without the detours. Where mark…