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Notes From Real Builds

Practical write-ups on stores, automation and AI search, from someone who has built 25+ stores. Free, and written to be useful.

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Build Log / Case Notes

What I actually built, and what I learned

First-hand notes from client projects: the problem, the system, and what changed.

Build Log

Automating a Client's Order Workflow with n8n in a Weekend

A 7-figure Shopify store was processing 150+ orders a weekend by hand. Here's the n8n workflow I built in two days, and what it changed.

Read the build log

Build Log In progress

What I Found Auditing Five Shopify Stores

After auditing dozens of stores, the same three issues keep showing up. Here's what they are and how to fix them.

See what's coming

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Build Log

Automating a Client's Order Workflow with n8n in a Weekend

A 7-figure Shopify store was processing 150+ orders a weekend by hand. Here's the n8n workflow I built in two days, and what it changed.

n8nAutomationShopify

5 min readRead

Build Log

What I Found Auditing Five Shopify Stores

After auditing dozens of stores, the same three issues keep showing up. Here's what they are and how to fix them.

ShopifyCROAudit

6 min readIn progress

Blog

Making a Shopify Store Readable to AI Search: Four Practical Fixes

Most Shopify stores are hard for ChatGPT, Perplexity and Google's AI features to read. Here are four GEO fixes that help them find and cite your store.

GEOAI SearchShopify

5 min readRead

Blog

SEO, AEO and GEO for E-commerce: How They Fit Together

60% of Google searches now end without a click. Here's what AEO and GEO are, why they matter for Shopify stores, and how to use all three together.

SEOAEOGEO

5 min readRead

Guide

Preparing a Shopify Store for AI Shopping Agents, Step by Step

AI shopping agents already browse and compare products for customers. This step-by-step guide shows how to make your Shopify store clear and trustworthy to them.

AI AgentsShopifyOptimization

6 min readRead

Blog

ChatGPT or Claude for Product Descriptions: What I Noticed

I tested both on 50 product description prompts. Here's how they compared for bulk catalogues, hero pages and email copy.

ChatGPTClaudeAI Content

4 min readRead

Blog

How I Choose Between n8n, Zapier and Make

After building automations on all three platforms for e-commerce clients, here's how I decide which one fits which job.

n8nZapierMake

10 min readIn progress

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