Thought Bulb Journal
Practical writing on Shopify fixes, features, apps, CRO, and commerce technology.
This archive is built for operators, founders, and e-commerce teams that need clear guidance they can actually ship. No filler, no traffic-bait summaries, no vague trend reporting.
68 articles in All
Page 1 of 12
Shopify Orders Don't Match Meta or GA4? Which Number Is Right
For Shopify owners whose Meta, GA4 and Shopify order counts disagree: why each tool counts differently, and a 30-minute check to reconcile them.
Why Am I Not Getting Sales on Shopify? Check These in Order
For owners of small or newer Shopify stores with visitors and no orders: find the step that leaks, then fix traffic, product page, checkout or setup.
Shopify MCP Explained: Which Servers Exist and Who They Are For
A plain-English guide to Shopify's MCP servers for store owners and ecommerce leads: what each one does, who uses it, and what to fix first.
Shopify to WooCommerce Migration Plugins and Tools Compared
For Shopify merchants moving to WooCommerce: what the CSV route, S2W, Cart2Cart, LitExtension and a developer each move, miss and cost.
4 Shopify CRO Experiments to Run Before a Redesign
Four focused Shopify CRO tests for product pages and carts, with a hypothesis, metric and guardrail for each one.
Shopify Sessions Suddenly Dropped? What Changed in Analytics in September 2026
Shopify changed session measurement and bot filtering in September 2026. Check whether the report changed before treating it as lost traffic.