DataWorks
Without visibility, you're flying blind. Without correlation, you're guessing.
AI agents didn’t break your martech—your APIs did
AI agents are hitting martech’s real bottleneck: APIs built for humans, not high-frequency automation—here’s a reliability test to run this week.
AI traffic is tiny. Treat it like your highest-intent cohort.
A measurement-first playbook to turn early-stage AI referrals into pipeline using one decision-ready soft conversion on AI entry pages.
Great content won’t save you: ship a product moat
In 2026, content is table stakes; a product proof spine turns “killer outcomes” into measurable, AI-readable assets that convert and hold up in attribution.
Chat over incrementality: faster answers, stricter guardrails
Measured’s MCP chat layer brings incrementality results into AI tools, but only governed, auditable data makes the speed worth trusting.
Your Attribution Dashboard Is Lying to You by About 24 Points
Most marketing teams trust their attribution reports like pilots trust altimeters, but the gap between what your dashboard claims and what actually happened is large enough to blow your CAC payback model. The 24-point delta between attributed conversions and incremental lift isn't just a measurement curiosity—it's a capital allocation problem that's systematically distorting your budget decisions.
GA4 for Paid Media Tracking: What B2B Marketers Actually Need to Know
Your CFO just asked why Google Ads shows 47 conversions while GA4 shows 31, and the board meeting is in three hours. This is the reality of paid media measurement in 2026: multiple systems, conflicting numbers, and executives who want a single source of truth.
The Marketer's New Playbook for AI-Powered Competitive Intelligence
Your competitor just changed their pricing page at 2:47 PM on Friday, and by the time your sales team found out, three deals had already gone sideways. The gap between teams that know what's happening and teams that find out later is no longer measured in weeks—it's measured in hours, and it's costing real money.
Orchestrating CTV, Audio, Direct Mail, and Events Into a Single Pipeline Engine
Most B2B teams run CTV, audio, direct mail, and events as separate cost centers with separate dashboards. The math shows each channel works—but the real question is whether they work together or you're just paying for redundant reach and fragmented attribution.
When AI Becomes the Buyer's First Date
Sixty-nine percent of B2B buyers chose a different vendor than planned based on AI chatbot recommendations. If you're not in the AI's shortlist, you're not getting the meeting—and that changes everything about PR strategy.