LIFECYCLE·APR 14·11 MIN
How to architect a DTC welcome series that actually converts
The DTC welcome email series I ship: six emails, the decisions behind each step, the splits that matter, and the mistakes that kill conversion.
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Topical cluster
Email & Lifecycle Marketing
The email and SMS infrastructure DTC operators keep getting wrong. Welcome flow architecture, post-purchase cadence, win-back math, deliverability fundamentals, and the Klaviyo-to-warehouse pipe that finally makes retention reports stop lying. Grounded in real DTC deployments.
12 postsFor: DTC retention leads and founders rebuilding lifecycle after a Klaviyo drift year
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LIFECYCLE·APR 10·9 MIN
SMS vs email for DTC: the decision matrix I use with clients
A per-flow decision matrix for SMS versus email in DTC lifecycle. When SMS earns its slot, when email is enough, and how to coordinate both channels.
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LIFECYCLE·MAR 26·10 MIN
The post-purchase flow that adds LTV without feeling pushy
A seven-touch post-purchase email flow for DTC that earns repeat purchases without annoying the customer. Timing, copy, exits, and the review-request placement.
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LIFECYCLE·MAR 6·9 MIN
Predictive LTV in Klaviyo: how much to trust the number
A contrarian take on Klaviyo's predictive LTV feature. Where the model is calibrated, where it quietly lies, and what to use instead for real decisions.
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LIFECYCLE·MAR 4·9 MIN
The Klaviyo and Shopify data sync gaps nobody documents
Field notes on the Klaviyo-Shopify sync failures I keep finding in DTC audits: subscription rebills, line-item properties, tax pricing.
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LIFECYCLE·FEB 20·8 MIN
Klaviyo segmentation patterns for small-catalog DTC stores
A pattern library of Klaviyo segmentation strategies for DTC brands with under 50 SKUs. Seven patterns that earn their complexity and five that do not.
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LIFECYCLE·FEB 11·9 MIN
Win-back email cadence for DTC: when to give up on a subscriber
Field notes on win-back email cadence for DTC. The specific timings I use, the sunset rule, and why fewer emails usually beats more.
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LIFECYCLE·JAN 29·8 MIN
Planning a Black Friday email calendar that does not implode
A decision log for building a DTC Black Friday email calendar that does not burn the list. Cadence, segmentation, deliverability, and timing.
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LIFECYCLE·JAN 24·10 MIN
Cart abandon vs browse abandon: which deserves the spend
A decision log for DTC operators choosing between cart abandon and browse abandon flows. Revenue per send, intent signal, and when to run both.
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LIFECYCLE·JAN 15·8 MIN
Transactional email deliverability: the forgotten inbox tax
An incident postmortem on transactional email deliverability in DTC. Why the default Shopify sending domain costs reputation, and the fix that took a quarter.
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LIFECYCLE·JAN 14·9 MIN
Email deliverability for DTC: DMARC, SPF, and DKIM plainly
A plain-language walkthrough of DMARC, SPF, and DKIM for DTC operators. What each one does, how to configure them in Klaviyo, and what breaks without them.
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Why this matters.
Email and SMS revenue is the line on the DTC P&L most operators leave unbuilt. The platform tells you to set up a welcome series and a browse abandonment flow and call it done. The actual leverage is downstream: post-purchase cadence tuned to your AOV and replenishment cycle, win-back logic that respects what the customer just bought, deliverability fundamentals that keep the sender score above the threshold, and a clean Klaviyo-to-warehouse pipe so retention reports stop disagreeing with Shopify.
This cluster covers the lifecycle architecture that holds at $2-10M GMV. Welcome flow length and offer math, post-purchase touch counts that increase LTV without burning the inbox, segmentation patterns that work on a sub-500 SKU catalog, SMS-vs-email decision frameworks, and the Klaviyo segmentation patterns that compound. Each piece is grounded in real rebuilds where lifecycle revenue at least doubled inside a quarter.
If you own retention or you run the brand and the lifecycle work has drifted, start with the hub piece, then walk the welcome and post-purchase architecture posts before the next launch.
Put this to work
Klaviyo flow architecture, retention math, and the LTV playbook.
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Attribution
Attribution & CAPI
Server-side tracking, dedup, and the math behind DTC attribution.
Shopify
DTC Shopify Infrastructure
Theme architecture, metafields, agent-orchestrated builds, Hydrogen decisions.
Healthcare
Healthcare & Compliance
HIPAA-aware Next.js, audit trails, and regulated DTC patterns.
Solo brand
Creative-Tech Solo Brand
The hybrid creative-director-who-codes operating system.
Pricing
Services Business & Pricing
Productizing services, pricing strategy, and the retainer exit.
Agents
AI Agent Engineering
Claude Code sub-agents, MCP servers, skills, and the orchestration stack.
Analytics
Analytics & Data Infrastructure
GA4, BigQuery, and the warehouse-first analytics rebuild.
Conversion
Ecommerce Conversion & UX
PDP patterns, cart decisions, checkout extensions, and the CRO stack.
Programmatic SEO
Programmatic SEO & Content Ops
Scaling content without burning author brand authority.
Paid Social
Paid Social Performance
Meta, TikTok, and Google Ads for DTC operators who also own the data.
Brand
Brand Architecture & Design Systems
Visual identity, naming ladders, and design systems that scale with the business.
Shopify Apps
Shopify App Ecosystem
Selecting, configuring, and replacing the third-party stack on Shopify.
Fractional
Fractional Ops & Service Leadership
Running a high-leverage fractional practice without becoming an agency.
Image AI
Local AI Image Generation
Running Flux, Z-Image, and Qwen locally without the cloud-API bill.
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