Field notes from systems that run.
Practical guides on conversion, retention, paid media and automation for Shopify brands — drawn from client engagements, not theory.
AI support agents for e-commerce: what works in production
Past the demos, an AI support agent is an integration and guardrail problem. What a production agent can genuinely handle, where humans stay, and the numbers that tell you it's working.
6 min read
Automating Shopify operations: where the hours actually go
Manual reconciliation, oversells and copy-paste order handling are a tax on growth. Where automation pays back first, and how to build it so it fails loudly instead of silently.
6 min read
Scaling paid media past a plateau — without burning margin
When every budget increase pushes acquisition cost up faster than revenue, the account isn't unlucky — it's structurally stuck. How we unstick it: creative volume, channel roles and message match.
7 min read
The five Klaviyo flows that turn first orders into repeat revenue
If every sale is a first sale, you're renting customers. The flow architecture we build for Shopify brands — and how to know when it's actually working.
6 min read
Replatforming to Shopify without losing your SEO
Migrations lose traffic when URLs, redirects and content parity are an afterthought. The checklist that let a large catalogue move to Shopify Plus with rankings intact.
7 min read
The Shopify conversion audit: what we actually look at
Most stores don't have a traffic problem — they have a page problem. The checklist we run before recommending a single change, and why it starts with the money pages.
6 min read
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