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 Analytics Got Faster. The Budget Went to Defending the Numbers.
AI made fast analytics answers free, but verification and data trust now consume the budget. Here's how to measure and reduce your real cost-per-trusted-answer.
The Conversion Counting Problem Nobody Wants to Model
Your Meta dashboard shows 50 conversions, Google claims 32, and your CRM logged 42 actual sales. Three numbers, zero agreement, and spoiler: everyone's numbers are right by their own rules. The question is whether you've built a model that reconciles them.
Salesforce's Agentforce Stumble Is a Warning Shot for Every CMO
Sixty percent accuracy. That's the number that should keep every marketing executive up at night. When the company that literally towers over San Francisco's skyline can't get its flagship AI product to work reliably, it tells us something uncomfortable about where we actually are in the agentic AI timeline.
HubSpot's April 2026 Updates Put Portals on the Revenue Path — But Only If Your Data Is Ready
HubSpot's April 2026 updates push portals toward revenue, but the real blocker is data readiness — here's how to audit and operationalize the changes.
AI Prompt Tracking Is Broken Because We Built It Like Rank Tracking
AI prompt tracking built on rank-tracking logic breaks with every model update. Here's the ops framework for volatility, averages, and chain-of-evidence reporting.
ChatGPT Is Sending You Better Leads. Are You Ready to Answer the Phone?
Calls referred by ChatGPT convert to qualified leads at 49%, roughly 10 points higher than any other marketing channel. The buyers are already there. The question is whether you're ready to answer.
From B2C to B2R: Why AI Search Rewards Problem Descriptions, Not Product Descriptions
Performance marketing isn't a creative problem anymore, it's a data infrastructure problem. The brands winning on AI surfaces aren't outbidding competitors; they're out-feeding them with problem-oriented descriptions that robots can actually cite.
Your Metrics Just Jumped. Your Performance Didn't.
Google's June 15 update made your Performance Max reports look incredible overnight. But before you take a victory lap, you should know: nothing actually improved. Here's what really changed and why it matters for your next board deck.
SaaS Can't Win on Software Anymore. Here's What Actually Matters Now.
Over $1 trillion in market cap vanished in seven days, and it wasn't a recession, it was investors realizing AI agents might make your SaaS tool redundant. If your marketing strategy still centers on 'our software does X,' you're already behind.