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.
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.
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.
Why Your B2B PPC Metrics May Be Lying to You
Your Google Ads dashboard says the campaign is working. The CRM says otherwise. When your sales cycle runs 84 days and involves six to ten decision-makers, a 28-day attribution window captures a fraction of the conversions your campaigns actually influence.
AI Overviews are eating clicks. Make ads the answer.
A practical playbook to map buyer questions to ads and landing pages so Google Search campaigns stay visible—and measurable—amid AI Overviews.
Citations are the new AEO KPI, not backlinks
AI answers cite only a few sources, so AEO visibility depends on being cited; learn a practical, ops-ready way to track and improve citations.
Measured's MCP Server: What It Actually Means for Your Forecast
Measured just shipped an MCP server that lets you ask ChatGPT where your next marketing dollar should go, grounded in 30,000 incrementality tests. The real question isn't whether this changes the math, but whether your organization is ready to act on answers that arrive faster than your governance processes can absorb them.
Your AI Agents Are Only as Good as Your Worst API
Marketing platforms just got their first real stress test, and most of them failed. The SaaStr AI Agent API Report Card reveals that only 9% of marketing platforms meet the baseline threshold for reliable AI agent operation.
The Skill That Actually Matters in Email Marketing (Hint: It's Not AI)
While 35% of companies prioritize AI skills in email marketing, the real competitive advantage lies in strategic thinking, customer understanding, and connecting campaigns to business outcomes. AI is just a tool—the quality of your thinking is what actually matters.
AI Overviews are eating clicks—so measure the SERP
A data-backed playbook to measure and protect qualified pipeline as Google AI Overviews increase zero-click behavior and reshape on-SERP decision-making.