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 DSP Is Optimizing to Noise. Here's How to Audit the Loop.
Fraud, auction duplication, and privacy-driven data loss pollute DSP optimization loops. Here's a four-step audit to stop your algorithms from scaling spend into noise.
When Eight Languages Means Eight Times the Work
International marketing teams face an exponential scaling problem: every task multiplies by the number of languages you support. Ahrefs' team found a way to automate the repetitive localization work that was consuming weeks of their time across eight languages.
HubSpot Agent CLI Puts Your CRM Data Where Your Terminal Lives
HubSpot's Agent CLI (private beta) pipes CRM data into dev environments for GTM automation — here's what it does, the trade-offs, and how to test it.
93% of AI searches end without a click. Your pipeline doesn't have to.
93% of AI searches end without a click, but pipeline influence hasn't disappeared. Here's how B2B SaaS teams should instrument and measure AI visibility in 2026.
How To Build A Growth Marketing Team On A Startup Budget
That org chart with a VP of Growth, paid media specialist, and content lead made sense in 2022. Now it's a recipe for burning cash. AI has flipped the ratio between strategy and execution, and most founders are still hiring like it's three years ago.
The 15% AI Budget That 70% of CMOs Aren't Ready to Spend
Seventy percent of CMOs say AI leadership is critical for 2026, yet the same percentage admits they're not ready to scale AI effectively. We're pouring 15.3% of budgets into AI while lacking the foundations to make it work, like buying a Ferrari before learning to drive stick.
OpenAI's Multi-Advertiser Test: What the CFO Needs to Know Before You Shift Budget
OpenAI's multi-advertiser ChatGPT placements look promising on paper, but the CFO math tells a different story. With attribution gaps and premium pricing, here's what you need to know before shifting budget.
Your CMO and CIO Are Both Talking About AI Agents. They're Solving Completely Different Problems.
Your CMO thinks AI agents are about brand discovery and customer recommendations. Your CIO thinks they're about internal automation and productivity. This disconnect isn't just a communication problem, it's a revenue problem that's playing out in conference rooms across every enterprise right now.
The Martech Categories Hit Hardest by AI Agents
A new dataset reveals which martech platforms are most vulnerable to AI agent replacement based on API readiness. The platforms with weak programmatic access face extinction, while those with robust APIs become more valuable than ever.