DataWorks
Without visibility, you're flying blind. Without correlation, you're guessing.
The Measurement Problem Nobody Wants to Talk About (But Every CMO Should)
Here’s a confession that might get my CMO card revoked: I’ve celebrated marketing pipeline numbers that were about as reliable as next month’s weather forecast. In 2026, it’s time for an honest conversation about what measurement actually matters.
Revenue Attribution Models: The Board-Grade Playbook for Operators
Stakes & Outcome: Why Attribution Is a Board Issue, Not a Marketing ToyIf you can’t prove which channels drive revenue, you’re not running marketing—you’re running a cost center. In 2026, B2B buying cycles average 27 touchpoints per deal (Forrester, 2025). The average buying group is 6–10
B2B Intent Data: A CFO-Safe Framework for Separating Signal from Noise
Intent data has gone from niche tool to mainstream marketing budget item in three years. Most companies are using it wrong. Here's a framework that separates genuine signal from expensive noise.
Revenue Attribution Models: Board-Grade Clarity for Operators Who Live and Die by the Forecast
Revenue Attribution Models: Board-Grade Clarity for OperatorsStakes & Outcome: Why Attribution Models Matter NowWhat’s at risk: If you can’t prove which marketing and sales activities drive revenue, you’re flying blind. Budget gets cut, CAC payback slips, and the board starts asking why
iPaaS Analytics: The Integration Layer Your CFO Actually Wants to Fund
iPaaS platforms are transforming how marketing data teams build attribution infrastructure. Here's why this unsexy category is suddenly a CFO priority — and how to make the case internally.
Why Brand Measurement Fails CFOs (and What to Track Instead)
Brand Measurement, CFOs, and What to Track InsteadStakes & Outcome: What’s at Risk?StakesBrand budgets are on the chopping block. In 2025, only 22% of marketers prioritized brand, while 55% shifted to performance (MarTech, 2025). CFOs are not anti-brand—they’re anti-vague. If you can’t tie
GA4 Benchmarking: Why Absolute Metrics Change the Game
GA4 Benchmarking With Absolute Metrics: A New Era for MarketersIf you’ve ever tried to compare your marketing performance to the competition, you know it’s a bit like comparing your marathon time to a neighbor who runs in Crocs and stops for selfies every mile. Sure, you both finished, but are you
GA4’s Advertising Snapshot: Why Last-Click Attribution Fails in AI-Led Journeys
Stakes and Outcome: What’s at Risk with Last-Click Attribution in AI-Led JourneysIf you’re still using last-click attribution to allocate budget or defend marketing’s impact, you’re flying blind in 2026. Here’s the risk: last-click models under-credit the channels that actually create demand,
Why Attribution Is Outdated in Modern Marketing Measurement
The Attribution Obsession: A Relic of the Past Let’s be honest: if marketing measurement were a dating app, attribution would be the guy still using his high school yearbook photo and bragging about his MySpace Top 8. Sure, he was hot stuff in 2015, but now he’s just… well, a little embarrassing. An