SHOPIFY APPS·APR 23·8 MIN
Why Loyalty Apps Rarely Pay Back Under $5M Revenue
A contrarian look at DTC loyalty apps. Why the math rarely works under $5M in revenue, the hidden points liability, and when loyalty actually earns its place.
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Topical cluster
Shopify App Ecosystem
The app-selection decisions that quietly decide whether your Shopify store stays fast and legible. Recharge versus Shopify Subscriptions, Gorgias versus Zendesk, Klaviyo versus Omnisend, Stamped versus Yotpo, Postscript versus Attentive. What each one costs in page weight, in data hygiene, in platform lock-in, and how to swap them without breaking checkout.
12 postsFor: DTC operators evaluating or replacing Shopify app investments
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SHOPIFY APPS·APR 23·8 MIN
Stamped to Yotpo Reviews: The Hidden Migration Cost
The hidden cost of migrating reviews from Stamped to Yotpo: data export quirks, widget rebuilds, SEO schema redirects, and what gets left behind in the theme.
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SHOPIFY APPS·APR 23·7 MIN
The Uninstall Checklist: Cleaning Theme After App Removal
Uninstalling a Shopify app doesn't fully remove it. Here's the theme cleanup checklist: embeds, snippets, assets, scripts, webhooks, and the artifacts that persist.
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SHOPIFY APPS·APR 23·8 MIN
Auditing Shopify App Page Weight on the PDP and Cart
A practical method for measuring how much weight your Shopify apps add to the PDP and cart, finding which apps are the worst offenders, and deciding which to cut.
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SHOPIFY APPS·APR 23·8 MIN
Replatforming Off Recharge After a Price Change
An incident postmortem on replatforming off Recharge inside a 60-day price-change window. The decision tree, the negotiation lever, and the cutover math.
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SHOPIFY APPS·APR 23·8 MIN
Recharge to Shopify Subscriptions: A Migration Playbook
A four-week playbook for migrating from Recharge to Shopify Subscriptions: data export, billing mapping, cutover timing, and the specific gotchas that break customers.
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SHOPIFY APPS·APR 23·8 MIN
Postscript or Attentive: SMS Selection for Small DTC
A decision log for small DTC brands picking between Postscript and Attentive SMS. Pricing shape, compliance, and why the small brand picks the smaller vendor.
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SHOPIFY APPS·APR 23·8 MIN
Most DTC Brands Run Twice the Apps They Actually Need
A contrarian read on DTC app-stack bloat: why brands accumulate 20-40 apps when they only need 7-8, and how to cut to essentials without breaking anything.
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SHOPIFY APPS·APR 23·8 MIN
Klaviyo or Omnisend for a Sub-500 SKU Catalog
A field-notes comparison of Klaviyo and Omnisend for DTC brands with sub-500 SKU catalogs. Pricing, features, and the specific cases where the smaller vendor wins.
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SHOPIFY APPS·APR 23·8 MIN
Gorgias or Zendesk: What a DTC Stack Should Pick
A decision log for DTC brands picking between Gorgias, Zendesk, and Help Scout. Pricing shape, Shopify integration depth, and the migration cost if you pick wrong.
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SHOPIFY APPS·APR 23·7 MIN
Bundling Apps vs Native Shopify Bundles in 2026
When to use native Shopify bundles and when a third-party bundle app actually earns its fee. The decision has gotten clearer in 2026 than most operators realize.
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Put this to work
Selecting, configuring, and replacing the third-party stack on Shopify.
> Get the DTC Stack AuditOther clusters
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.
Lifecycle
Email & Lifecycle Marketing
Klaviyo flow architecture, retention math, and the LTV playbook.
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.
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.
Let’s fix
some problems.
Instead of briefing four vendors, you work with one person across brand, code, infrastructure, compliance, and growth. You get dated receipts, published pricing, and an agent library you own after the engagement ends. You work with me directly. That’s kind of the whole point.
or email direct hello@michaeldishmon.com