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Practical tools for marketing technology and customer data architecture decisions.

Frameworks, evaluations, and selection guides built for founders and marketing ops leads who'd rather think clearly than buy blindly.

L3 Identity Resolution Playbook — Generic Framework Edition

Free

Customer Identity Resolution in Customer Data Platforms – Free Framework Guide

Free

First-Party Data Collection: Own Your Customer Data Before the Vendor Does (Data.C4 Toolkit)

Free

How to Choose Between a Packaged CDP and Warehouse-Native Architecture — Free Evaluation Framework

Free

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