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→
ARTICLES
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→
Guide·6 min read
Shopify Plan Analytics & Attribution Compared (2026)
A side-by-side comparison of analytics and attribution across all four Shopify plans: Basic, Shopify, Advanced, and Plus. Which reports and models you get.
Read article→
Paid Ads·7 min read
Incrementality Testing for Shopify: Geo-Holdout
Run geo-lift incrementality tests on Shopify ad spend without a data team, using a simple holdout method that proves which channels drive real revenue.
Read article→
Paid Ads·6 min read
MMM vs MTA vs GA4: Best Attribution for Shopify
Compare MMM, multi-touch attribution, and GA4 to learn which attribution model Shopify brands should trust at each growth stage.
Read article→
Guide·8 min read
Shopify Attribution Models Explained Simply
Understand how first-click, last-click, linear, time-decay, and data-driven attribution work for Shopify, and pick the right model for your store.
Read article→
Strategy·8 min read
How to Measure AI Visibility ROI: Metrics & Attribution
Measure AI visibility ROI with the right metrics, attribution models, and dark-funnel tracking. A framework to prove value to stakeholders and report wins.
Read article→
Strategy·7 min read
Zero-Click Search and AI: What Sellers Must Know
AI assistants are accelerating zero-click search. Learn how to adapt your marketing when buyers get answers without ever visiting your store.
Read article→
POPULAR TAGS
Shopify (851)E-commerce (526)AI Visibility (222)AI Search (171)AI Shopping (71)DTC (50)Local Business (46)Local SEO (41)Small Business (37)Brand Building (36)Shopify Apps (34)ChatGPT (34)ChatGPT Shopping (31)SEO (30)Consumer Products (29)Meta Ads (28)Agentic Commerce (27)Email Marketing (27)Google Ads (26)Analytics (26)