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 ads got smarter. Measurement didn’t keep up.
New B2B research shows a wide measurement gap; this piece explains why it persists and a practical holdout test to prove incrementality.
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.
Activating First-Party Data Across the B2B Journey
Eighty percent of B2B deals are won before first contact, yet most organizations can't activate their first-party data when it matters. Here's how to build the activation architecture that influences buying committees across 272-day journeys.
ChatGPT ads are pricey and unmeasurable—test them anyway
A measurement-first playbook for testing ChatGPT ads in 2026 when reporting is limited to impressions and clicks, using holdouts and pipeline lift.
Answer engines don’t want essays. They want blocks.
A practical 2026 AEO retrofit: answer-first blocks, atomic FAQs, and scannable tables that align with HubSpot’s guidance on AI citations.