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.
Mustafa Suleyman Says Your Marketing Job Has 18 Months Left. He's Wrong About the Timeline, Right About the Question.
Microsoft AI's CEO says marketing jobs will be automated by 2027, but he's missing the bigger picture. The real question isn't whether AI can do your tasks—it's whether you understand your purpose beyond those tasks.
The Content Formats AI Actually Cites (And Why Your Best Blog Posts Might Be Invisible)
Your best content might be invisible to AI search engines that now appear in 50% of queries. Here's what formats actually get cited and why your narrative-driven blog posts are getting skipped entirely.
When ChatGPT Forgot Semrush Existed: A Case Study in AI Visibility
Semrush launched AI visibility tools, then discovered ChatGPT was recommending every competitor except them. The disconnect between being cited and being recommended reveals the marketing measurement problem of 2026.
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.