Insights on Shopify, ecommerce, and solving merchant problems
Shopify profit analytics only starts to matter when you can see contribution margin and true net profit after COGS, fees, ads, shipping, and returns. That is why I built RWA: True Profit Analytics.
Shopify packed mid-September with admin UI, metafield costing, Catalog media filters, Functions metafields, CLI store commands, and multi-barcode variants. Then Events changed payloads and triggers. Classic webhooks are fine; Events subscribers should migrate.
We refreshed RWA: Waitlist Flow (Restocks) pricing around three flat monthly plans with a 7-day free trial, removed usage charges, and shipped custom join-form fields so merchants can capture the details that actually matter for drops, events, and high-intent waitlists.
HobbyStack is a dream-setup builder on Next.js that searches the Shopify Global Catalog via UCP, ranks gear into Entry / Enthusiast / Pro tiers, and hands checkout to each merchant. Here is why that pattern matters for developers and merchants alike.
Ben Sehl’s “Liquid: Back to the future” lays out a theme architecture that puts readable Liquid templates, typed blocks, and agent-friendly contracts back at the centre of Online Store. Here is what matters for theme and app developers.
We shipped RWA: Waitlist Flow (Restocks) Tools, a free password-page checker that grades email capture on pre-launch Shopify stores. Most merchants only collect launch list signups; without SKU-level waitlists they lose pre-order intent when the store goes live.
Jonathan Zazove and the Shopify App Store team are tightening review integrity after years of incentivization and abuse. Here is what changed, what is prohibited, and how legitimate developers should ask for feedback without risking demotion or delisting.
Sidekick app extensions are now available to every Shopify app developer. Here is how the Spring '26 Edition fits together, what we shipped in RWA: Waitlist Flow (Restocks), and the mental model you need before writing your first tool.
A composite case study drawn from fashion and footwear merchants on RWA: Waitlist Flow (Restocks), with one spotlight store (name changed for privacy) that replaced restock alerts with waitlists and recovered roughly $10K in 30 days.
Merchants on Reddit and Shopify Community are reporting rising chargebacks, friendly fraud, and analytics distorted by bot traffic. Here is what is going wrong, and practical steps to protect revenue and trust your data again.
Developers are reporting cognitive fatigue from agentic coding tools that plan and iterate autonomously. As merchants adopt Shopify AI agents too, skipping core commerce concepts creates compounding risk, fast outputs with shallow understanding.
Shopify's push into agentic commerce, AI shopping integrations, and auto-generated llms.txt files signals a shift in SEO: stores need AI-readable architecture, stronger technical foundations, and better product data to stay visible.
Shopify is extending the AI Toolkit with an AI self-review flow so you can stress-test compliance while your app is still in review. Here’s how to fold it into Cursor, Claude, Codex, and the rest of your agent stack.
Why localisation matters for embedded apps, how teams usually tackle it without drowning in keys, and a high-level flow, from strings to shipped locales, that scales to many languages.
If you're manually scheduling price changes, inventory updates, or metafield tweaks in Shopify, you're wasting time and introducing risk. RWA: Shiftify Bulk Editor lets you plan, preview, and automate bulk changes, so your sales schedules, price experiments, and inventory updates run themselves.
Shopify app review has gotten stricter. Beyond bug-free code and theme testing, success hinges on reviewer-friendly error messages, graceful edge-case handling, documentation that stays current, and anticipating exactly how reviewers will click through your app.
Order cancellations cost Shopify merchants billions annually. Most stores lack tools to capture demand when products sell out, leading to lost sales, frustrated customers, and missed revenue. A simple waitlist can recover 15-30% of would-be lost revenue.
Shopify excels at product ecommerce but lacks native support for event-based businesses. Classes, workshops, and seminars need waitlists, cancellation flows, and fair claim systems, features that require custom apps or workarounds.