How a "safe" shipping change silently disapproved 621 products in Google Merchant Center
I run a small Shopify store. One afternoon I split my shipping policy in two — separate rules for domestic vs. international, nothing exotic — and by …
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I built an AI shopping assistant for Shopify stores — here's what I learned
Shopify merchants deal with a brutal reality: most visitors leave without buying anything. Average ecommerce conversion rates sit around 2-3%. The oth…
Custom e-commerce vs Shopify
Most brands should start on Shopify. That's not a concession — it's the fastest way to a working store with payments, tax, shipping, and a checkout th…
Shopify retires API version 2025-07 on July 16 — pinned apps don't error, they silently fall forward to 2025-10
On July 16, 2026 at 15:00 UTC , Shopify stops serving API version 2025-07 . If your app, integration, or script still pins that version, here is the p…
Shopify retires API version 2025-07 on July 16 — pinned apps don't error, they silently fall forward to 2025-10
On July 16, 2026 at 15:00 UTC , Shopify stops serving API version 2025-07 . If your app, integration, or script still pins that version, here is the p…
Deep Dive into Shopify’s Global Objects in Liquid
Key Takeaways Global objects are just there — every Liquid file, zero setup, no imports needed. Cart state, customer info, product details, store sett…
I built a UCP conformance checker where every check has to prove it can catch its own bug
A conformance checker that says "yes" when the real answer is "no" is worse than having no checker at all. That one worry shaped a small open-source s…
Indexed vs. Cited: The Distinction Killing Shopify Stores' AI Visibility
For twenty years, "ranking" meant one thing: get indexed, get crawled, get a position on a results page. Every Shopify store's SEO checklist was built…
Stop Guessing Why Your Shopify Product CSV Import Failed
You exported a product CSV, edited it in Excel or Google Sheets, and uploaded it to Shopify. Shopify shows a generic error — or worse, it silently imp…
Dynamic pricing on Shopify is not a pricing problem. It is a blast-radius problem.
The first time I watched a dynamic-pricing job touch a live catalog, the algorithm was the part I trusted. The part that scared me was that nothing st…
I analyzed 30 winning dropshipping products. 7 patterns they all share.
Looked at 30 products running Meta + TikTok ads profitably. 7 patterns every single one had: PRICE : $25-$65 Below = thin margins. Above = harder impu…
How I Stopped Shopify's GraphQL API From Throttling My App (Parallel Query Patterns That Actually Work)
A dashboard I built was taking 4+ seconds to load. Products, orders, inventory, customer data — each query waited politely for the one before it to fi…
Supabase Shopify Backend: Side-Car Architecture (2026)
For high-volume merchants, relying solely on Shopify metafields to store relational data or custom customer records is an architectural dead end. A de…
Shopware vs Shopify: a developer's case for the open platform
Most "Shopware vs Shopify" posts compare dashboards, app stores, and pricing tables. None of that matters to you until the day a client asks for somet…
We Scanned 10 Shopify Agency Websites. Here Is What We Found.
Last night I ran external security scans on the public websites of 10 leading Shopify and Shopify Plus agencies — the same scan any browser or attacke…
How Shopify's GraphQL Rate Limits Actually Work (and How to Stop Getting 429'd)
Originally published on the Kolachi Tech blog . Canonical link points back to the original. If you treat Shopify's GraphQL Admin API like a REST endpo…
I read 1-star reviews before building. This time, it killed my Shopify app idea.
I was considering a small Shopify returns/exchange idea. Before sketching features, I did a deliberately boring check: Open 4 returns/exchange apps. R…
Shopify's UCP makes your catalog agent-buyable. The rest of your storefront still isn't — here's where WebMCP fits.
If you run a store, the agentic-commerce wave probably arrived in your inbox this spring as a Shopify changelog, not a strategy memo. Shopify's Spring…
How I Cut Our Shopify API Usage in Half (Without Losing Features)
If you build on Shopify long enough, you hit the wall. Throttled requests. Stalled inventory syncs. Webhook backlogs piling up during a flash sale. Sh…
Shopify Scripts stop executing June 30 — and the failure is silent: checkout completes at full price, no error
On June 30, 2026 , every Shopify Script stops executing. This is the final deadline — it has already been pushed twice (August 2024 → August 2025 → Ju…
A Safer CSV Workflow for Bulk Shopify Shipping Package Updates
Updating package details across a large Shopify catalog is risky when the source spreadsheet mixes product IDs, dimensions, weights, and package assig…
How Beaconmon Monitors Shopify Competitor Storefronts at Scale (Without Playwright)
A practical look at content monitoring at scale without Playwright, without scraping farms, and without setting a single VPS on fire. The 2am Alert Th…
Build Shopify workflow automations with AI assistants and MCP
Many Shopify automations start simple and then become awkward. Tag an order. Sync inventory from a CSV. Update product metafields. Send a Slack alert.…
I just gave AI agents write access to Shopify stores. Here's everything standing between them and disaster.
Last week I shipped something that would have sounded reckless two years ago: an MCP server that lets an AI agent write to a merchant's live Shopify s…
How to Verify Shopify Webhooks Correctly (And Stop Getting It Wrong)
Originally published on KolachiTech I have reviewed a lot of Shopify app codebases. One thing shows up constantly: webhook verification that looks cor…
Germany's Widerrufsbutton Law Hits June 19, 2026 — A Builder's Guide for Shopify and WooCommerce published
If you build or maintain Shopify or WooCommerce stores that sell to German consumers, there's a hard deadline on your calendar: June 19, 2026. From th…
Shopify Webhook Observability: Complete Implementation Guide
Shopify Webhook Observability: Complete Implementation Guide Webhooks are the nervous system of your Shopify integration. When they fail silently, dat…
Async Event Processing Architectures for Shopify — A Developer's Guide
Synchronous processing kills Shopify scalability. Every blocked operation is a timeout waiting to happen. This guide covers the async event processing…
How to scrape Shopify App Store data with Python (no API key needed)
If you build for the Shopify ecosystem — or just research it — you eventually want the App Store as data : app ratings, review counts, pricing, and th…
A Taxonomy of Shopify App-Theme Conflicts: 147 Issues Classified
Our first three articles documented the damage: 53 stores, 147+ conflicts, CSS specificity cascading in 70% of cases, z-index values exceeding 90,000 …