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.
Most of your 'AI assistant' traffic is bots pretending to be bots
An investigation found 81.8% of AI assistant traffic and 87% of Googlebot requests were spoofed, revealing how bot fraud contaminates funnel metrics and attribution.
93% of Companies Use AI. Only 7% Govern It. Mid-Sized Firms Feel That Gap First.
93% of organizations use AI but only 7% govern it. Here's what mid-sized companies need to close the gap before it costs them.
96% of B2B Marketers Use AI. Only 41% Can Prove It Works.
96% of B2B marketers use AI but only 41% can prove ROI. Close the adoption-measurement gap to turn AI-assisted content into qualified pipeline.
MOps After Execution: The Role Shifts from Workflow Builder to Business Interpreter
As AI absorbs workflow execution, MOps shifts from system configuration to business interpretation — and the operators who adapt will become indispensable.
Your SEO Dashboard Looks Fine. Answer Engines Already Moved On.
Answer engines select content rather than rank it. B2B SaaS teams need structured data, proof-heavy assets, and AEO measurement to protect pipeline as AI reshapes buyer discovery.
The Cross-Platform Measurement Problem Nobody Wants to Solve
You're staring at three dashboards and each platform is taking credit for revenue that doesn't mathematically exist. Welcome to the measurement problem that keeps B2B marketers up at night, and here's how to actually fix it.
From Campaigns to Revenue: Rebuilding the B2B Digital Experience
Eighty percent of B2B deals are won before your SDR even picks up the phone. If that doesn't make you question your entire campaign calendar, I don't know what will. The game has changed, and most teams are still playing by rules that no longer exist.
Google Ends API Support for New Smart Campaigns: What B2B Teams Need to Know Before the Cutoff
Google's killing API support for new Smart Campaigns, and if your B2B team relies on programmatic provisioning, you've got homework to do. The migration to Performance Max or AI Max isn't optional, but it's also your chance to finally fix that lead quality problem you've been ignoring.
Google Ads API v24.2: What the New Fields Mean for Your Pipeline Forecast
Your CFO wants an audit trail for AI-generated ad copy. Your RevOps lead needs cleaner Demand Gen attribution. Google's v24.2 release addresses both, here's what the new fields mean for your pipeline reporting.