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.
Martech at a Crossroads: Privacy-First Identity, Measurement & Orchestration
Your CAC payback period is quietly determining whether you're winning or losing, and the martech stack you build in the next 12 months will decide which side you land on. Here's the privacy-first blueprint that survives both signal loss and CFO scrutiny.
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.
LinkedIn's Measurement Insights Tool Has a Volume Problem Nobody's Talking About
LinkedIn's Measurement Insights tool offers full-funnel views and CRM integration, but its volume-based ranking of top performers can quietly mislead B2B budget decisions.
AI Crawler Tollbooths Are Live. Here's the Visibility Trade-off Nobody's Pricing In
Cloudflare and AWS now charge AI crawlers via HTTP 402. For demand gen teams, the real cost isn't revenue — it's disappearing from AI-generated answers.
Your GA4 Data Is Precise and Useless Without This Step
Most GA4 implementations start with tracking, not thinking. A measurement framework designed before setup turns analytics from noise into decisions.