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Guides and demo builds for Shopify, CRM and automation

Guides explain a problem and how to fix it. Demo builds show a Store Kit running step by step on our fictional demo store, with synthetic data and test orders we placed ourselves.

21 pieces, newest first

Fraud Hold demo build cover: a Shopify order on hold with a Flow hold reading Held for fraud review, beside the orders list filtered on the tag fraud-hold. Demo store, fictional shop, synthetic data.
Demo buildShopify

Shopify Fraud Hold: Holding Risky Orders on a Demo Store

Shopify scores orders for fraud risk but nothing holds a risky one by default. How we held test orders with Shopify Flow until a person checked them.

Demo store · synthetic data

12 min read21 Oct 2026View demo build
Bot Cleanup demo build cover: a Flow run in which a customer tagged suspected-bot abandoned a checkout and the reminder step never ran, beside a Shopify customer list filtered on the suspected-bot tag. Demo store, synthetic data.
Demo buildShopify

Shopify Fake Sign-ups: Bot Cleanup on a Demo Store

Shopify now hides bots from session reports, but they stay in your list and your bill. How we tagged fake sign-ups and guarded abandoned-checkout emails.

Demo store · synthetic data

18 min read20 Oct 2026View demo build
Stocky Rescue demo build cover: a Monday reorder email with two supplier orders and purchase order #PO2 marked Ordered and Transferred. Demo store, fictional shop, synthetic data.
Demo buildShopify

Stocky Replacement: Shopify Reordering on a Demo Store

How we replaced the Stocky reorder routine on our Shopify demo store with a supplier sheet, a reorder sheet, a Monday email and a native purchase order.

Demo store · synthetic data

14 min read20 Oct 2026View demo build
Tasks, credits and executions: the same workflow billed as 2,000 Zapier tasks, 2,400 or 4,880 Make credits, or 400 n8n executions for 400 enquiries a month.
Guiden8n and tools

Tasks, credits and executions: what one identical workflow costs on three platforms

The same intake workflow bills as 400 executions, 2,400 credits or 2,000 tasks. What each unit counts, and which plan runs out first.

10 min read22 Sept 2026Read guide
Between the form and the reply: a new enquiry is recorded when submitted, when the contact is created and when someone replies, but the owner step has no system of record.
GuideCRM

Between the form and the first follow up: what happens to a new enquiry before anyone replies

A form submission succeeds silently. What actually happens to a new enquiry in HubSpot and Shopify before a human sees it, and where ownership goes missing.

9 min read18 Sept 2026Read guide
Stop chasing invoices. A fictional $3,200 invoice gets a heads-up, a due date reminder and a firmer note, and reminders stop the day it is paid. Synthetic data.
GuideFinance

Accounts Receivable Automation: Stop Chasing Late Invoices

A reminder schedule that runs itself, what QuickBooks, Xero and Stripe already do for free, what automation adds on top, and where a person still needs to step in.

5 min read30 Aug 2026Read guide
Month-end on autopilot. A sample monthly report sent at 8am on the first working day: net sales, gross margin, operating costs, cash runway, overdue invoices and bills due. Synthetic data.
GuideFinance

How to Automate Monthly Financial Reporting (and Your Supplier Bills)

How a scheduled workflow builds your monthly report from Xero or QuickBooks, your CRM, Shopify and the bank, what changed in their API pricing, and how to automate supplier bills too.

6 min read30 Aug 2026Read guide
WhatsApp, automated. A demo store chat with two order update templates, shipped and delayed, and a customer reply. Demo store, fictional shop.
GuideChatShopify

WhatsApp Business Automation: A Practical Guide for Shopify Stores and SMBs

What WhatsApp automation can do, the opt-in and template rules, what changed in Meta pricing on 1 October 2026, and a worked Shopify order update flow.

6 min read30 Aug 2026Read guide
AI chatbot versus live chat: a chatbot answers the predictable questions at any hour, a person handles the ones that need judgement, and the handover between them decides whether customers trust it.
GuideChat

AI Chatbot vs Live Chat: When to Use Each

AI chatbots and live chat solve different problems, and the wrong choice costs you in service or overhead. How to decide which one fits your business.

4 min read29 Aug 2026Read guide
Automation ROI with no guesswork. A payback card: 200 orders a month at 15 minutes each is 50 hours, worth $1,026 a month after running costs, so a $2,500 build pays back in 2.4 months. Example figures.
GuideShopify

E-commerce Automation ROI: The Payback Maths and What to Automate First

Work out whether an automation pays for itself in ten minutes with your own numbers, see where the revenue side is real, and pick what to automate first in an online store.

6 min read29 Aug 2026Read guide
How to train an AI chatbot on your business: collect your policies, product details and real customer questions into one knowledge base, write each answer clearly, test with real questions and review weekly.
GuideChat

How to Train an AI Chatbot on Your Business

A generic chatbot is not useful. How to build the knowledge base that lets an AI chatbot answer your customers’ real questions accurately from day one.

4 min read29 Aug 2026Read guide
Seven Shopify automations worth building first, most with tools already in the Shopify admin: abandoned checkout messages, order updates, low-stock alerts, customer tiers, review requests, returns and a weekly summary.
GuideShopify

7 Shopify Automations Worth Building First

Abandoned carts, stock alerts, post-purchase emails, VIP tagging, returns and weekly reports: seven Shopify automations worth building first, and why.

6 min read28 Aug 2026Read guide
Building an AI chatbot for a Shopify store: answer from your own policies, products and orders, hand the rest to a person, and verify the customer before sharing order details.
GuideShopifyChat

Building an AI Chatbot for Your Shopify Store

An AI chatbot trained on your products and policies can answer routine customer questions. How to build one for a Shopify store that hands over when it should.

5 min read28 Aug 2026Read guide
A CRM that does the work. A new enquiry for a fictional business moves from form to owner, follow-up task, stalled deal nudge and first order with nobody touching it. Synthetic data.
GuideCRM

CRM Automation for Small Businesses: The First Five to Build

What CRM automation actually means, the five automations we would build first, what HubSpot, Salesforce, Zoho and Pipedrive charge before you can automate, and the mistakes to skip.

6 min read27 Aug 2026Read guide
Five n8n e-commerce automations and when Shopify Flow is enough: abandoned carts, days-of-stock alerts, stalled parcel updates, review requests and a weekly report.
Guiden8n and toolsShopify

5 n8n E-commerce Automations Every Store Needs

Abandoned cart recovery, low stock alerts, post-purchase emails, review requests and weekly sales reports: five n8n workflows for e-commerce stores.

6 min read26 Aug 2026Read guide
Prototype to production: AI-generated code is fast and often solid on common patterns, but needs checking on permissions, inputs, failures, secrets and scale.
GuideAI in production

Prototype to Production: What AI Code Gets Wrong

AI code generation is fast but often fragile. Review patterns for error handling, security and edge cases that turn AI prototypes into production code.

4 min read26 Aug 2026Read guide
How to build your first n8n workflow: a form submission arrives by webhook, is checked, added to a Google Sheet and posted to the team, with an error workflow as a safety net.
Guiden8n and tools

How to Build Your First n8n Workflow

Build your first n8n automation from scratch: choose a trigger, connect apps, test with real data and switch it on. No prior automation experience needed.

4 min read25 Aug 2026Read guide
MCP, the integration layer for AI: one server per system, usable from any AI app that supports the Model Context Protocol, with security checks before connecting.
GuideAI in production

MCP: The Integration Layer Every AI Agent Needs

MCP standardises how AI agents connect to external tools. What it solves, where it fits in an agent architecture and practical patterns for production builds.

4 min read25 Aug 2026Read guide
n8n vs Zapier. One paid Shopify order runs four actions: Zapier counts four tasks, n8n counts one execution.
Guiden8n and toolsShopify

n8n vs Zapier: An Honest Comparison for Shopify Stores and Small Teams

n8n counts workflow runs, Zapier counts each successful action. What that means for cost, data and upkeep, worked through on one Shopify order flow, with prices read on each vendor page.

6 min read25 Aug 2026Read guide
Building AI agents that work in production: start with a workflow, break tasks into checkable steps, wrap tools in adapters, gate risky actions behind a person, and fail loudly.
GuideAI in production

Building AI Agents That Work in Production

AI agents fail in production for different reasons than in demos. Task decomposition, tool design and error handling for agents that work reliably.

4 min read24 Aug 2026Read guide
Why AI automations fail in production: the demo works, then real data, missing access, unplanned exceptions and untrained users switch it off. Five checks before building.
GuideAI in production

Why AI Automations Fail in Production

AI automation works in the demo and fails in production. The four root causes are scope, data access, edge cases and adoption, and here is how to prevent each.

5 min read24 Aug 2026Read guide

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