DataWorks
B2B Marketing Data, Attribution & Analytics
Without visibility, you're flying blind. Without correlation, you're guessing.
Most marketing teams are rich in dashboards and poor in answers. DataWorks covers attribution, measurement infrastructure, and the intelligence layer that makes every other marketing investment legible.
Without visibility you are flying blind; without correlation you are guessing — this section is about replacing both with evidence.
B2B Marketing Automation: Fix Targeting Before Tools
Here's the uncomfortable truth most automation vendors won't tell you: 49% of marketers can't measure ROI from their automation. Not because the software is broken, but because they automated a targeting problem. Let me show you how to fix that before you waste another dollar.
7 AI Search Shifts You Can't Afford to Ignore
Sixty percent of Americans now read AI summaries instead of clicking through to websites, and 93% of Google AI Mode sessions end without a single external click. The volume is collapsing, but AI-referred visitors convert at 23x the rate of standard organic traffic, which means most marketing teams are optimizing for the wrong variable entirely.
Your Lead Score Is Lying to You. Here's What Comes Next.
Your lead scoring model is basically a Magic 8-Ball with a spreadsheet, and only 27% of marketing-qualified leads are actually sales-ready. AI-powered scoring doesn't just assign arbitrary points, it predicts purchase probability based on what actually drives deals.
Google AI Max: What It Is, What It Does, and Whether Your Account Is Ready
Google promises AI Max will boost conversions by 14-27%, but independent testing shows 99% of impressions generate zero conversions. Here's the math your CFO needs to see before you flip that toggle.
Quora Ads Meets ChatGPT: A CFO-Safe Case for Intent-Based Spend
Quora Ads deliver 4x higher conversion rates than other platforms, but measurement friction keeps them in budget limbo. The new Supermetrics ChatGPT integration changes that by making Quora data queryable in natural language alongside Google and LinkedIn metrics.
ChatGPT Ads via Criteo: A CFO-Ready Pilot Framework
Criteo's ChatGPT integration is showing 2x conversion rates, but the measurement gaps make CFO approval tricky. Here's how to structure a pilot that Finance will actually sign off on.