Comparison·11 min read
Shopify Basic vs Grow vs Advanced: Analytics Compared
Which reports Shopify Basic includes, what Grow adds, when Advanced's custom reports matter — and when an analytics app beats a $399/month upgrade.
Read article→
ARTICLES
Guide·11 min read
Best Shopify Post-Purchase Survey Apps (2026)
Compare the best Shopify post-purchase survey apps: KNO Commerce, Fairing, Zigpoll, OrderSurvey, and Grapevine, with pricing and placement tips.
Read article→
Paid Ads·11 min read
Shopify Apps That Actually Improve ROAS (2026)
The Shopify apps that actually improve ROAS: tracking, surveys, feed tools, CRO, and upsells, plus how to verify each one moved a real metric.
Read article→
Guide·13 min read
Affiliate Attribution Window: Stop Last-Click Disputes
Set the right affiliate attribution window, stop coupon sites from hijacking commissions, and protect top affiliates with a fair attribution rule.
Read article→
Diagnostic·10 min read
Blended ROAS vs Platform ROAS: Stop the Lie
Platform ROAS lies structurally. Learn how blended and platform ROAS diverge, calculate the overlap ratio, and find your real profit in 30 minutes.
Read article→
Paid Ads·10 min read
First Click vs Last Click Attribution: Budget Impact
First click vs last click attribution assigns credit to opposite funnel ends — the model you pick can silently redirect tens of thousands in ad spend.
Read article→
Guide·12 min read
Google Enhanced Conversions Shopify: Stop Losing 35%
Set up Google Ads enhanced conversions on Shopify step by step. Recover 20 to 35% of missed purchases and feed Smart Bidding better signals.
Read article→
Paid Ads·10 min read
Incrementality vs Attribution: Why Your ROAS Lies
Incrementality vs attribution: one measures credit, one measures causality. Learn to calculate incremental ROAS and prove your ads actually work.
Read article→
Guide·10 min read
iOS Attribution Gap: Recover 30–50% of Hidden Shopify Sales
The iOS attribution gap hides 30–50% of real conversions from your ad dashboards. Fix it with CAPI, blended uplift modeling, and post-purchase surveys.
Read article→
Guide·13 min read
Post-Purchase Survey Attribution: Fix Broken Shopify ROAS
Post-purchase survey attribution shows which channels actually drive Shopify buyers—not what Meta claims. Set up in 5 steps and stop wasting ad budget.
Read article→
Diagnostic·11 min read
Ad Spend Up Revenue Flat: 4 Root Causes & Fixes
Ad spend up but revenue flat? Diagnose the root cause — saturation, diminishing returns, cannibalization, or attribution mismatch — and fix it fast.
Read article→
POPULAR TAGS
Shopify (207)E-commerce (118)AI Visibility (31)Shopify Apps (30)Developers (28)Shopify API (26)AI Search (25)GraphQL (24)AI Shopping (20)Media Buying (20)ROAS (18)Meta Ads (18)DTC (14)Google Ads (14)App Developers (12)Comparison (11)Attribution (11)Agentic Commerce (11)Paid Ads (11)Product Catalog (10)