
The Revenue Graph Data Model: Connecting Journeys, Systems, and Closed Revenue
Entities, edges, and attribution queries for Convertmax’s Revenue Graph—how connected journeys beat siloed tables for revenue intelligence and AI.
Read more →Introducing Max: AI-powered revenue analytics. Read the announcement →
Revenue intelligence insights
Practical writing on revenue attribution, first-party analytics, customer journeys, and the systems that connect go-to-market activity to revenue.

Entities, edges, and attribution queries for Convertmax’s Revenue Graph—how connected journeys beat siloed tables for revenue intelligence and AI.
Read more →
Salesforce Revenue Intelligence is built for sales teams living inside Salesforce. CRM-agnostic Revenue Intelligence connects every system that influences revenue—here's how the architectures differ.
Read more →
Ad blockers, cookie restrictions, sampling, and modeled conversions quietly distort GA4 attribution. Here is where it falls short—and why first-party data is the fix.
Read more →
GA4 and your CRM often disagree on the same campaigns. Here is why native connectors and no-code syncs keep breaking, and how a unified revenue data path fixes the gap.
Read more →
Hyros bills on tracked revenue, so your bill rises as you grow even when the software stays the same. Here is the 2026 pricing picture, what media buyers are saying, and a clearer Convertmax alternative.
Read more →
A practical guide for revenue teams on measuring customer journeys: core metrics, data requirements, a worked multi-touch example, and how to connect touchpoints to revenue.
Read more →