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.
How B2B teams should test ChatGPT ads in 2026
A practical 2026 guide to testing ChatGPT ads for B2B SaaS with context-based targeting, small experiments, and pipeline-focused measurement.
ChatGPT ads for B2B SaaS: a 5-step test plan for 2026
A practical 2026 guide to testing ChatGPT ads for B2B SaaS, with campaign structure, measurement guardrails, and pipeline-first evaluation.
92% of B2B Homepages Say "AI" — and Nobody Can Tell Them Apart
Emily Kramer's analysis of 100 B2B startup homepages reveals 92% say AI, 0% of sales-led sites show pricing, and only 2 have FAQ schema for LLMs.
Your AI Sounds Sure. Your Data Might Disagree.
Most AI tools sound confident whether they're right or wrong. The difference between useful and dangerous comes down to data architecture, not model choice.
Siemens Qualifies 12,000 Leads a Month With AI Agents. Your CRM Still Waits for a Human.
Forrester data shows AI agents cutting CRM labor costs 90% and resolving 71% of inquiries — but only when deployed against narrow workflows with clean data.
The Hidden Cost of Demand Forecasting Errors: Why Getting It Wrong Hurts More Than You Think
That 15% forecast error you've been tolerating? It's silently bleeding your company dry through a cascade of hidden costs most executives never see. Let me show you exactly where the money goes, and why fixing this should be your top priority.
Paid Labs: The Controversial Crypto Trend Where Users Pay to Be Guinea Pigs
Imagine paying $500 to test an unaudited smart contract that might drain your wallet, and calling it an investment opportunity. Welcome to paid labs, crypto's wildest new frontier where the line between beta testing and gambling has completely disappeared.
Paid Labs: The Controversial Shortcut to Crypto Wealth That's Dividing the Community
Paid labs are reshaping how early crypto investors access exclusive token allocations, but at what cost? I dove deep into this controversial practice to uncover whether it's a legitimate alpha strategy or just another way for insiders to extract value from retail traders.
Anthropic's Model Spec: A Masterclass in AI Alignment Documentation
Anthropic just dropped a 30-page document that reads like a philosophical treatise on how to raise a digital being. The 'soul' document reveals how they're trying to build AI that's genuinely helpful without being a pushover, and the technical implications are fascinating.