Small Business Technology, Web & eCommerce Insights
Articles & Perspectives
What Does an AI Workflow Assessment Include?
An AI workflow assessment maps tasks, checks data readiness, and ranks what to automate first. See the six components it includes in 2026.
How to Compare Integrated Digital Marketing Agencies
Gabriel RichardsA practical scorecard for comparing integrated digital marketing agencies before you sign a retainer: evidence to request, engagement-model tradeoffs, KPIs, and red flags.
Shopify App Billing: How to Prevent Repeated Approval and Plan-Selection Loops
Gabriel RichardsShopify subscription approval is a redirect-based workflow that merchants can interrupt, revisit, or repeat. A durable billing design records the original attempt, ties it to the exact subscription ID, and reconciles later Shopify responses before changing access.
Shopify Plus vs Adobe Commerce for B2B Ecommerce
Shopify Plus wins on speed and low overhead; Adobe Commerce wins on native B2B depth. Full 2026 breakdown of features, cost models, and catalog scaling.
How We Built an Autonomous Content Pipeline With a Human Publication Gate
Gabriel RichardsAutonomy without a publication gate is just faster noise. Here is how we designed discover → summarize → generate as agent-runnable stages in Ansible, while keeping draft, pin, and publish as explicit human decisions.
Why Client-Side Navigation Can Undercount Your Paid-Media Audiences
Gabriel RichardsModern marketing sites often update URLs without triggering a full page load. That can quietly reduce the page-view signals Google Ads needs for URL-based audience building. Here is how route-aware tracking helps preserve measurement continuity without bypassing consent controls.
When Merchants Return: Lifecycle Resilience for Multi-Tenant Shopify POS + Hydrogen
Gabriel RichardsArchitecture gets you to launch. Lifecycle resilience keeps merchants productive when they return, reinstall, or hit interrupted setup—without assuming yesterday’s tenant state is still ready.
Designing Recoverable Shopify Syncs: From Failed Batches to Targeted Retries
Willem LuijtReliable Shopify integrations need more than background jobs and retries. This article explains how object-level recovery messages, safe GraphQL slicing, and focused test coverage make inventory, metafield, and variant synchronization easier to diagnose and recover.
Inventory-Aware Shopify Sync: Making “Available to Try” Location Data More Reliable
A Symfony-based ecommerce middleware enhancement uses both STORIS condition codes and positive on-hand inventory to publish reliable “Available to Try” location IDs to Shopify variant metafields.
Keeping Shopify Checkout QA Reliable When the Platform Changes Underneath You
Willem LuijtShopify checkout is a moving dependency. This project shows how resilient end-to-end browser tests can absorb interface changes—such as consent overlays and new required fields—without weakening validation of the shipping logic customers rely on.
Keeping Newsletter Consent Honest in CRM: Sync, Signed Webhooks, and MCP Draft Gates
Gabriel RichardsHow we keep CRM marketingOptIn as the source of truth for newsletters—syncing contacts, verifying signed webhooks, and gating MCP send tools behind confirm:true so agents draft while humans keep send authority.
Migrate Magento to Shopify Without Losing SEO (2026)
How to migrate Magento to Shopify without losing SEO in 2026: full 301 redirect mapping, content parity, structured data, and post-launch monitoring steps.