Seller Tales / Index
All guides
Practical playbooks for the numbers side of running an online store. New guides appear here as they are published.
N°001 Traffic acquisition $0 to $500/month from AI Shopping Channels in 3 Weeks The practical implications for Shopify merchants. Read → N°002 Traffic acquisition Campaign Autopilot: Shopify Will Run Your Ads Now Here is what you need to know. Read → N°003 Conversion optimization Checkout.liquid Is Dying: A Non-Plus Merchant Guide A breakdown of what changed and why it matters. Read → N°004 Traffic acquisition Microsoft Copilot Now Has Direct Shopify Checkout My experience and what I learned. Read → N°005 Conversion optimization Non-Plus Stores Face Mandatory Checkout Migration What this means for your store. Read → N°006 Conversion optimization Post-Purchase Tracking Will Break Unless You Do This A breakdown of what changed and why it matters. Read → N°007 Shopify apps Shopify Scripts → Functions: A Migration Horror Story The practical implications for Shopify merchants. Read → N°008 Traffic acquisition Storefront Agent: The AI Sales Rep on Your Product Pages A breakdown of what changed and why it matters. Read → N°009 Conversion optimization Your Tracking Scripts Will Stop Working on August 26 Here is what you need to know. Read → N°010 Traffic acquisition Agentic Commerce: When AI Shopping Agents Become Your Customers The practical implications for Shopify merchants. Read → N°011 Conversion optimization August 26: The Day Shopify Rewrites Your Checkout My experience and what I learned. Read → N°012 Shopify apps The Scripts Sunset: What Shopify Did Not Tell Merchants What this means for your store. Read → N°013 Conversion optimization How to Check If Your Store Will Be Auto-Upgraded The practical implications for Shopify merchants. Read → N°014 Conversion optimization The August 28 Checkout Apocalypse Nobody Is Talking About Here is what you need to know. Read → N°015 Profit analytics Up to 8 Public Plans: How App Developers Are Restructuring Pricing A breakdown of what changed and why it matters. Read → N°016 Shopify apps Web Pixels vs Script Tags: What Actually Changes Here is what you need to know. Read → N°017 Traffic acquisition AI Merchandising: Predictive Cross-Sells Without an App What this means for your store. Read → N°018 Traffic acquisition AI Shopping Agents Are Now a Real Sales Channel What this means for your store. Read → N°019 Shopify apps Scripts vs Functions: What Actually Changed My experience and what I learned. Read → N°020 Shopify apps Shopify Editions Summer 2026: The Everywhere Edition Explained A breakdown of what changed and why it matters. Read → N°021 Traffic acquisition The AI Tools in Shopify That Actually Save Time What this means for your store. Read → N°022 Shopify apps Warning Signs Your Store Still Had Active Scripts A breakdown of what changed and why it matters. Read → N°023 Shopify apps A Developer Explains Why Shopify Scripts Had to Die Here is what you need to know. Read → N°024 Shopify apps B2B Features Are Now Available on Basic Plans A breakdown of what changed and why it matters. Read → N°025 Traffic acquisition Shopify Catalog: How AI Reads Your Product Data My experience and what I learned. Read → N°026 Traffic acquisition Sidekick Can Now Predict What You Need to Reorder Here is what you need to know. Read → N°027 Shopify apps Sidekick Gets Smarter: 15+ App Integrations Now Live Here is what you need to know. Read → N°028 Shopify apps Why Your Checkout Feels Different After June 30 What this means for your store. Read → N°029 Shopify apps August 31: Another Shopify Deadline You Might Have Missed The practical implications for Shopify merchants. Read → N°030 Shopify apps My Custom Discount Rules Stopped Working Overnight The practical implications for Shopify merchants. Read → N°031 Shopify apps Shopify Dropped 150+ Features. Here Are the 5 That Matter. Here is what you need to know. Read → N°032 Shopify apps Shopify Editions: What Small Stores Should Actually Care About My experience and what I learned. Read → N°033 Traffic acquisition Shopify Just Made Your Store Available on ChatGPT Here is what you need to know. Read → N°034 Shopify apps Shopify Scripts Died June 30 — Is Your Store Affected? Here is what you need to know. Read → N°035 Conversion optimization August Deadlines: Scripts, Checkout, Address Blockers — All at Once What this means for your store. Read → N°036 Traffic acquisition Campaign Autopilot: Set a Budget, Let AI Handle the Rest My experience and what I learned. Read → N°037 Shopify apps Merchants Are Still Discovering Broken Checkouts from Scripts Sunset Here is what you need to know. Read → N°038 Profit analytics The Hidden Impact of Shopify App Pricing Migration on Merchants The practical implications for Shopify merchants. Read → N°039 Profit analytics Your App Subscriptions Might Move to a New Billing System A breakdown of what changed and why it matters. Read → N°040 Traffic acquisition AI Collection Sorting vs Manual: A 2-Week A/B Test My experience and what I learned. Read → N°041 Traffic acquisition Smart Email Delivery Cut My Unsubscribes by 40% Here is what you need to know. Read → N°042 Traffic acquisition The Universal Commerce Protocol: AI Can Now Build Carts The practical implications for Shopify merchants. Read → N°043 Shopify apps Why Shopify Is Killing Client-Side Address Blocking My experience and what I learned. Read → N°044 Traffic acquisition Your Store Can Now Sell on ChatGPT. Should It? What this means for your store. Read → N°045 Shopify apps I Missed the Scripts Migration Deadline. Here Is What Broke. Here is what you need to know. Read → N°046 Shopify apps Native A/B Testing on Shopify — No App Needed A breakdown of what changed and why it matters. Read → N°047 Shopify apps Partner API Takes Over App Subscription Management The practical implications for Shopify merchants. Read → N°048 Profit analytics Shopify App Store Gets Usage-Based Billing Overhaul The practical implications for Shopify merchants. Read → N°049 Profit analytics The Shopify Billing API Is Now Legacy. What This Means for Your App Bill. What this means for your store. Read → N°050 Traffic acquisition AI Search Traffic Is Coming. Is Your Product Catalog Ready? My experience and what I learned. Read → N°051 Profit analytics Billing Transparency Rules: Apps Must Tell You Before Raising Prices My experience and what I learned. Read → N°052 Traffic acquisition My Products Are Being Sold by AI — and I Did Not Opt In Here is what you need to know. Read → N°053 Traffic acquisition The Storefront Agent: AI Shopping Assistant on Every Store Here is what you need to know. Read → N°054 Profit analytics Why Some Apps Are Changing Their Pricing Right Now What this means for your store. Read → N°055 Shopify apps Your PO Box Blocker Will Stop Working on August 31 A breakdown of what changed and why it matters. Read → N°056 Profit analytics App Developers Are Migrating Billing Systems — Will Your Subscriptions Change? What this means for your store. Read → N°057 Traffic acquisition ChatGPT Just Became a Sales Channel. Here Is Setup in 10 Min. Here is what you need to know. Read → N°058 Shopify apps Checkout Rules Replace Address Blockers — Migration Guide What this means for your store. Read → N°059 Conversion optimization Checkout UI Extensions: Plus-Only Features You Cannot Use A breakdown of what changed and why it matters. Read → N°060 Traffic acquisition Why Clean Product Data Matters More Than Ever in 2026 What this means for your store. Read → N°061 Traffic acquisition Horizon Themes AI Block Generation: Prompt to Production in Seconds My experience and what I learned. Read → N°062 Shopify apps Legacy Address Validation Apps Are Being Shut Down Here is what you need to know. Read → N°063 Profit analytics The App Billing Trap Nobody Talks About You uninstalled the app two months ago. You're still getting charged. It's not a bug — it's a known billing cycle mismatch that Shopify developers have been com Read → N°064 Conversion optimization What Shopify Sellers Are Complaining About Right Now A roundup of real pain points bubbling up in seller communities this month — from the scripts deprecation disaster to the never-ending app billing confusion. Read → N°065 Traffic acquisition I Let Shopify AI Run My Ads for a Week. Here Is What Happened. A breakdown of what changed and why it matters. Read → N°066 Profit analytics New App Pricing Rules: What Merchants Should Know My experience and what I learned. Read → N°067 Profit analytics You're Paying Shopify Fees on Orders You Already Refunded This one catches almost every merchant by surprise. Shopify charges payment processing fees on Gross Merchandise Value — including orders later refunded. Here's Read → N°068 Traffic acquisition Shopify Inbox Is Getting an AI Sales Associate What this means for your store. Read → N°069 Profit analytics The 20-Minute Shopify App Audit That Saved Me $600/Year I built a stupid-simple decision matrix. In 20 minutes, it found $50/month in waste. Here's the exact template — copy it, run your own app list through it, and Read → N°070 Profit analytics I Calculated the Real Cost of Running a Shopify Store — It's Not $39/month Shopify advertises $39/month. My actual monthly cost was $1,247. Here's the line-by-line breakdown with real numbers from my own store — and how I cut it by 34% Read → N°071 Profit analytics Shopify Speed 2026: What Actually Works vs What's Complete Snake Oil I spent 3 months testing every Shopify speed tip on the internet. Most of them are placebo. Here are the 5 changes that actually moved my Core Web Vitals — and Read → N°072 Shopify apps My Store Went White Screen at 2 AM — How I Fixed It in 10 Minutes Phone buzzed at 2:14 AM. A customer DM'd: "Your website is just white." Here's the exact debugging sequence I ran, the culprit I found, and the checklist I now Read → N°073 Conversion optimization Upgrading to Shopify's New Checkout: 3 Bugs That Cost Me 20% of Orders After the forced migration to Checkout Extensibility, three silent bugs slipped through testing and cost me nearly $2,000 in lost orders. Here's exactly what br Read → N°074 Shopify apps I Cut 5 Unused Shopify Apps, Saved $180/Month — Here's What I Removed A 45-minute audit of my app list found 5 subscriptions I didn't need. Annual savings: $2,160. Page speed improvement: 12 points on mobile. Here's exactly what I Read → N°075 Shopify apps 4 Shopify Operation Mistakes That Wasted 10 Hours a Week of My Time I was spending 10+ hours a week on ops that should take 2. Here are the four bottlenecks I fixed — manual order processing, broken inventory sync, scattered sup Read → N°076 Shopify apps I Installed Two Review Apps and My Checkout Died It took 4 hours, 3 customer complaints, and a lot of frustration to figure out the apps were fighting over the same button. Here's exactly what happened — and h Read → N°077 Profit analytics How I Cut My Monthly Shopify App Bill by 64% $247/month → $89/month. Here's every app I cut, every app I kept, and the decision framework that made it painless. Read → N°078 Profit analytics Why "Free" Shopify Apps Sometimes Cost More Than Paid Ones A free app slowed my store by 1.8 seconds, injected tracking scripts into my checkout, and suddenly went paid with no data export. Here's how to evaluate the re Read → N°079 Profit analytics The Hidden Cost of "Install and Forget" Every "I'll try this for a week" app install is a potential recurring charge that outlives its usefulness by months. Here's what app rot cost me — and the 10-mi Read → N°080 Profit analytics I Was Paying for 3 Apps That Did the Same Thing For six months, I paid for two email marketing apps and a popup builder that one of them already included. Here's the audit process that caught it — and might c Read → N°081 Profit analytics 5 Shopify App Red Flags Every Seller Should Know After three years running a Shopify store and installing 40+ apps, I've learned to spot trouble before it starts. Here are the warning signs. Read → N°082 Shopify apps My Store Went Down for 8 Hours and I Had No Idea A theme update broke my checkout at 11 PM. I found out at 7 AM — from a customer's angry tweet. Here's what I do now so it never happens again. Read → N°083 Profit analytics The 30-Minute Weekend Store Health Check A practical routine that catches issues before they cost you sales — checkout test, mobile check, app audit, and performance scan. Do it every Saturday morning Read → N°084 Conversion optimization August 28, 2026: The Day Shopify Rewrites Every Non-Plus Checkout Your tracking pixels, affiliate scripts, and post-purchase upsells will silently stop working. Here's exactly who is affected, what changes, and the migration c Read → N°085 Shopify apps EU GPSR 2026: What Shopify Sellers Must Fix Now EU customs started detaining non-compliant shipments in March 2026. GPSR is now a shipping blocker, not a paperwork footnote. Here's the checklist. Read → N°086 Profit analytics How to Calculate True Profit per Order on Shopify — Step by Step Shopify's revenue number is not your profit. Use this step-by-step formula — COGS, fees, shipping, ads, refunds — to find each order's true profit. Read → N°087 Profit analytics What a 5% Return Rate Actually Costs You (and How to Cut It) A 5% return rate sounds fine — until you price in shipping both ways, restocking, and the fees that never come back. The real number is bigger than the refund line. Read → N°088 Shopify apps New Store, First Apps: The Shopify App Stack Worth Setting Up A new store doesn't collect apps — it covers jobs. The five jobs worth covering in your first 90 days, and four filters for when an app deserves money. Read → N°089 Shopify apps How to See What Apps a Shopify Store Uses (Free Methods) You can't see a store's app list from the outside — the admin is private. But most apps load scripts on the storefront. Here's how to see them, free. Read → N°090 Profit analytics Profit vs Cash Flow: Why Profitable Stores Still Run Out of Money Profit says you made $8,000 last month. Your bank balance says otherwise. The difference is cash flow — and it kills stores that only watch profit. Read → N°091 Product research How to Validate a Product Idea in 7 Days Before You Dropship A 7-day framework to validate a product idea before you spend: demand signals, competitor scan, margin model, a capped test, and written kill/go criteria. Read → N°092 Shopify apps Shopify App Detector: Every Free Way to Find Apps on Any Store You can't see a store's app list (that's admin-only), but you can see the evidence — apps announce themselves through the scripts they load. Here's how. Read → N°093 Profit analytics How to Price Products on Shopify: A Margin-First Method Most sellers set prices the easy way — and then wonder why a $40 product makes $4 while a $29 product makes $9. Price is a calculation you can do before you list anything. Read → N°094 Profit analytics The Real Cost of Dead Stock: A Formula Every Shopify Seller Needs Your inventory report says your stock is worth $12,000. Your bank account disagrees. Here's the formula for what dead stock really costs. Read →