Writing for DTC operators
Retention, LTV, churn, the Klaviyo stack, and what AI actually changes for ecommerce. Opinionated. Benchmarks-first. From the team building RetentionLab.
Latest
First-Party Customer Segmentation in 2026: The Post-Cookie Playbook for DTC Brands
Third-party cookies, IDFA, and demographic lookalikes collapsed. What replaced them: a first-party behavioral segmentation stack built on Shopify + Klaviyo data.
Repeat Purchase Rate: How to Measure, Benchmark, and Improve
Median DTC repeat purchase rate is 27%. Consumables clear 40%, apparel below 20%. Three formulas, vertical benchmarks, and the second-purchase window.
RFM Segmentation: The Complete Guide for DTC Brands
A 3,000-word RFM segmentation guide for DTC brands. The three dimensions, the eleven standard segments, how to score, and the mistakes most operators make.
LTV & Lifetime Value
LTV vs CLV vs CLTV: Are They Actually Different?
CLTV (customer lifetime value) is the total revenue a customer generates with your brand. CLTV, LTV, and CLV are the same metric under three names.
How to Increase Customer Lifetime Value: 12 Tactics That Actually Work
Most LTV lists rehash the same five suggestions. Twelve tactics that actually move the number, ordered by impact, with the re-match nobody is doing.
What's a Good LTV for a DTC Brand? 2026 Benchmarks by Vertical
Median DTC LTV runs $80–$240 depending on vertical, AOV, and margin. 2026 benchmarks for skincare, supplements, apparel, food, subscription, and home goods.
AI & Retention
Klaviyo & ESPs
Klaviyo Audit Checklist: 33 Things to Check Before Q4
A 33-item Klaviyo audit checklist for DTC Shopify brands prepping Q4 sends. Authentication, segmentation, flows, deliverability, and pre-Q4 specifics.
Multi-Channel Retention Orchestration for Shopify
Seven-step guide for Shopify + Klaviyo teams implementing customer retention software that orchestrates email, SMS, and on-site personalization.
Retention Fundamentals
First-Party Customer Segmentation in 2026: The Post-Cookie Playbook for DTC Brands
Third-party cookies, IDFA, and demographic lookalikes collapsed. What replaced them: a first-party behavioral segmentation stack built on Shopify + Klaviyo data.
Repeat Purchase Rate: How to Measure, Benchmark, and Improve
Median DTC repeat purchase rate is 27%. Consumables clear 40%, apparel below 20%. Three formulas, vertical benchmarks, and the second-purchase window.
RFM Segmentation: The Complete Guide for DTC Brands
A 3,000-word RFM segmentation guide for DTC brands. The three dimensions, the eleven standard segments, how to score, and the mistakes most operators make.
Comparisons
Top Ecommerce Retention Platforms for LTV Growth (2026)
Honest 2026 comparison of the best retention intelligence platforms for Shopify + Klaviyo brands. Vendor profiles, evaluation criteria, where each falls short.
How to Choose Lifecycle Marketing Software for DTC (2026)
Vendor-agnostic 2026 guide to the best lifecycle marketing software for DTC brands. Four platform shapes, seven evaluation criteria, the red flags to skip.