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.
Demandbase's Semantic Layer Bet: What It Means for Your List-Building Math
When your marketing ops team defines 'engaged account' differently than sales ops, you're not just creating pipeline friction, you're creating forecast variance that makes your CFO question whether marketing knows what it's measuring. Demandbase just shipped a semantic layer that solves the problem most GTM leaders don't realize they have until quarterly attribution debates start.
Use GSC’s AI Overview impressions as an early-warning KPI
Google’s 2026 GSC generative AI report adds AI Overview impressions; here’s a practical workflow to tie that visibility to conversions without overrating it.
W3C attribution isn’t effectiveness: the counterfactual it can’t give
W3C Attribution Level 1 reports privacy-safe ad-to-conversion associations, but it can’t prove incrementality; pair it with holdouts to measure lift.
Stop funding winners: prove marginal ROI first
A practical framework to test marginal ROI before scaling a winning campaign, using holdouts, guardrails, and a 10–15% budget step to avoid waste.
One Marketer, 80 Demos a Month: The Aline Playbook That's Breaking B2B Norms
One marketer at Aline is booking 80-100 demos monthly with 30% MoM growth, no SDR army, no bloated stack. His ruthlessly simple playbook exposes how overcomplicated most B2B marketing has become.
The End of "Trust Me, It Worked": Why Analytics Hubs Are Finally Giving CMOs the Receipts
Every CMO knows the nightmare: scrambling through spreadsheets when the board asks what marketing actually contributed to revenue. Analytics hubs are finally solving this with instant, traceable answers that connect every touchpoint to actual deals.
The CFO Question Your Gemini Ads Strategy Has to Answer First
Google's AI Mode hit one billion users, but your 2024 playbook is now a liability. The CFO will ask what Gemini ads mean for CAC payback before you finish your first pilot.
When "Deidentified" Becomes the Compliance Bet of the Decade
Healthcare marketers are betting big on "deidentified" patient data for precision targeting, but the compliance math is getting uncomfortable. When fertility clinic audiences and medical tourism segments rely on narrow patient cohorts, the line between compliant targeting and regulatory risk becomes razor-thin.
What Data Can't Tell You (But a Conversation Can)
Your data can tell you what customers do, but it can't tell you what keeps them up at night. The most valuable insights live in the pauses between sentences, in conversations where someone finally says what they've been afraid to put in writing.