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.
AI SDRs Multiply Your Playbook. They Won't Build One.
AI SDRs multiply your existing playbook at scale, but they can't build one. Why ICP clarity, data quality, and human-in-the-loop workflows determine pipeline outcomes.
Your AI Buyer Persona Knows Everything Except How to Buy
Your synthetic audience tool can simulate 10,000 IT decision-makers in an hour, but it has no idea whether any of them would actually sign a contract. The gap isn't technical, it's psychological, and it's costing you deals.
Privacy-First Marketing: Roadmap to First-Party Data & Consent
Ninety-three percent of marketers say first-party data is critical, yet only 6% have actually embedded it into their workflows. That gap isn't a strategy problem, it's a measurement infrastructure problem that's costing you pipeline and making your CFO very uncomfortable.
Your Google Ads Account Isn't Ready for AI Max. Here's How to Know.
Most B2B teams aren't ready for Google's AI-powered ad features. A maturity model built on measurement, value signals, and depth scoring reveals the gaps.
LinkedIn Ads Conversion Tracking: A Pipeline-First Setup for B2B SaaS
Set up LinkedIn Ads conversion tracking that optimizes to qualified pipeline, not form fills, using Insight Tag, Conversions API, and CRM feedback loops.
Your Agency Reports 4x ROI. After Costs and Incrementality, It's Negative.
Most marketing teams report ROI using revenue and media spend alone. After COGS, fully loaded costs, and incrementality, the real number is often negative.
Search Console Now Shows Which Google Queries Drive Traffic to Your Social Posts
Google Search Console platform properties now let you see which search queries drive clicks to your Instagram, TikTok, X, and YouTube posts — here's how to use the data.
Perplexity's source-picking logic isn't what you think — here's what the stream reveals
Reverse-engineering Perplexity's answer stream reveals a 16-head classifier, scoped trust notes, and a critical gap between retrieved and cited sources that B2B teams should measure.
Your CRM Data Model Is the Schema Nobody Designed on Purpose
A CRM data model defines objects, fields, and relationships that determine whether marketing and sales report the same pipeline numbers or argue about them.