The Lean Automation Stack for D2C Operators.
A working operator’s reference. The actual tools, workflows, and decision triggers that quietly run lean e-commerce brands. No fluff, no “top 50” lists, no SaaS affiliate carousel.
We email it to you straight away. No spam, and you can unsubscribe in one click.
The whole stack, in one field guide.
Working notes pulled from the operations layer running across multiple private stores — not a sales doc, and no “sign up for our affiliate vendor” detours.
The four-layer stack
Storefront, runtime, customer surface, visibility. What belongs in each, and what gets deleted.
The first 7 workflows
The automations we ship into almost every operations build — with the trigger, outcome, and exit for each.
Where AI earns its place
The five steps in an e-commerce workflow where AI reliably pays back. And the steps where it doesn’t.
The decision triggers
The thresholds and conditions we use to drive automated decisions — when to hide a SKU, escalate a ticket, fire a win-back.
The integrations register
How we track tokens, owners, and rotation dates so auth-expiry never costs a launch week.
What to delete
The most common tools we remove during an operations build — and what replaces them.
Lean e-commerce operators.
You’ll find this useful if
- You run a D2C store doing $100k–$5M / yr
- You’re on Shopify or WooCommerce
- You feel buried in repetitive ops
- You’re evaluating AI for real, not as theater
Probably not for you if
- You’re pre-launch or pre-revenue
- You’re running a marketplace, not a store
- You’re looking for ad-creative tactics
- You want a 10x-overnight pitch deck