[ DEMAND ENGINEERING PLAYBOOKS // EMPIRICAL COHORT RESEARCH ]
Open-Source B2B Acquisition & Attribution Blueprints.
Field-tested bidding architectures, negative-keyword governance matrices, and multi-touch Salesforce attribution frameworks distilled from $142M+ in audited B2B pipeline.

Demand Architecture
Why Gated PDF eBooks Are Destroying Your B2B CAC Payback (And What Replaces Them)
An empirical teardown of $42M in B2B LinkedIn & Search spend showing why un-gated interactive telemetry calculators outperform lead-gen forms by 4.1x in closed-won ARR.
4.1x Higher SQL-to-Close Rate

Paid Social ABM
The 2026 LinkedIn ABM Bidding Blueprint for $35K–$120K ACV Software
How to structure 1:1 and 1:Few buying-committee campaigns using Thought Leader Ads, CRM stage exclusions, and offline revenue signals.
-38% Lower Cost Per SQL

Search Engineering
High-Intent Search Conquesting: Capturing Competitor Evaluations Without $90 CPCs
Our exact negative-keyword governance, comparison landing page anatomy, and Value-Based Bidding (VBB) scripts for B2B SaaS.
5.2x Avg Search ROAS

RevOps & Telemetry
Multi-Touch Revenue Attribution: Connecting Ad Spend to Salesforce Pipeline Cohorts
How to combine self-reported attribution, first-party UTM persistence, and CRM opportunity stage velocity into a single board-ready dashboard.
100% CRM Pipeline Visibility