DOCUMENTATION & KNOWLEDGE
Customer Intelligence Knowledge Hub
Guides, templates, and specifications to help you master customer retention and predictive modeling.
Download Sample E-Commerce Dataset
Need sample data to test the platform? Download the standardized UCI Online Retail format CSV with 500+ customer records.
METHODOLOGY
The Ultimate Guide to RFM Analysis in 2024
Learn how mathematical quintile scoring on Recency, Frequency, and Monetary dimensions outperforms blunt demographic grouping.
8 min readRead article
MACHINE LEARNING
Demystifying K-Means Clustering & PCA for DTC
A plain-English breakdown of unsupervised learning, inertia curves, and how 2D Principal Component Analysis maps customer psychology.
12 min readRead article
PLAYBOOK
Win-Back Sequences That Actually Recover Churned Customers
Tested email timing, discount decay psychology, and subject lines that revive lapsed shoppers without eroding margin.
6 min readRead article
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