Profit Analytics
Data Reconciliation
141 articles on Data Reconciliation for print-on-demand sellers.
Ecommerce Data Reconciliation: The Complete Guide
Why Meta, GA4, Shopify, and your bank all report different sales for the same store — and how to reconcile ecommerce data down to true per-order profit.
July 15, 2026
Markov Chain Attribution Model Explained
Learn how the Markov chain attribution model spreads conversion credit across touchpoints using removal effect, plus the profit angle most guides skip.
August 28, 2026
Is Server-Side Tracking on Shopify Worth It?
Server-side tracking recovers ad conversions your browser pixel loses, but the payoff scales with ad spend. Here is when it pays off, and when it does not.
August 19, 2026
How Often Does Shopify Payout? Timing Explained
Shopify pays out on a daily schedule by default, with cash landing in 2–5 business days. Learn how the timing works, why fees apply, and how to reconcile it.
August 16, 2026
Shopify Payout Report: Reconcile It to Profit
Your Shopify payout report rarely matches your sales total, and the gap is no error—see how fees, refunds, and chargebacks shrink it, and how to reconcile.
August 16, 2026
Can You Import Etsy Listings to Shopify? Yes
Yes, you can import Etsy listings to Shopify. Here is what transfers, what breaks in the CSV, the real app costs, and how to guard your per-order profit.
August 14, 2026
Migrate Etsy to Shopify: The Profit-First Guide
Moving your shop off Etsy? This decision guide covers the full migration, what transfers, what gets left behind, and the fee math that changes your take-home.
August 14, 2026
Shopify Transaction Fees 2026: What You Really Pay
Shopify transaction fees explained: how the third-party gateway surcharge differs from the card processing rate, and what each one takes from your profit.
August 14, 2026
Can I Dropship From Etsy to Shopify? Rules & Profit
Yes—but only with the maker's permission, and margins run thin. See how Etsy-to-Shopify dropshipping actually works, plus the real profit math.
August 12, 2026
Transfer Etsy to Shopify: The Full Migration Guide
How to transfer Etsy to Shopify without losing products, orders, or margin. The four methods, a step-by-step, and the fee math the other guides skip.
August 11, 2026
Facebook Ads Delayed Attribution Explained
Why Facebook sales appear days late and on the wrong date, how long to wait before judging results, and how delayed attribution distorts your profit math.
August 8, 2026
Processing Fees on Facebook Ads: The Profit Math
Facebook ads add processing fees to your ad payments and every order they drive. See how those fees shrink your margin and shape real per-order profit.
August 8, 2026
Shopify UTM Parameters Not Showing: Causes & Fixes
Seeing Shopify UTM parameters not showing in your reports? Learn where the tags get stripped, how to test it in minutes, and why order attribution slips.
August 8, 2026
Why Your Platform ROAS Overstates Profit
Platform ROAS looks great while your bank balance stalls. Learn why ad-platform return on ad spend overstates real profit and what actually drives your margins.
August 8, 2026
Attribution Window Comparison: Meta vs Google
Meta uses a seven-day click window, Google a thirty-day one, so they credit the same sale differently. Here is why they clash and which to trust.
August 7, 2026
Fix Duplicate Purchase Events in Shopify Pixel
Your Meta Pixel and Conversions API can count the same Shopify sale twice, inflating ROAS. Here is why it happens and how deduplication truly fixes it.
August 7, 2026
Last-Click vs Data-Driven Attribution on Shopify
Compare last-click and data-driven attribution for your Shopify store, see why the two models disagree, and learn which one to trust for profit decisions.
August 7, 2026
Missing Purchase Events on Facebook? Fix It
Facebook shows fewer purchases than Shopify orders? Learn what causes missing purchase events, which gap is normal, and how to recover the lost sales.
August 7, 2026
Shopify Web Pixel vs Facebook Pixel Explained
Understand how the Shopify Web Pixel and the Meta Pixel differ, why they report different sales, and which number to trust when you measure real profit.
August 7, 2026
Test a Purchase Event Without a Real Order
Learn how to fire and verify a Shopify or Meta purchase event without placing a real order, using test event codes, free-checkout tricks, and draft orders.
August 7, 2026
Consent Mode Impact on Conversions, Explained
Consent mode reshapes how many conversions Google reports by filling cookie gaps with modeled estimates. See how it shifts your numbers and what stays true.
August 6, 2026
First-Party Attribution on Shopify: A Practical Guide
Platform numbers never match Shopify. See what first-party attribution on Shopify really measures, why the gap is structural, and how to tie it to profit.
August 6, 2026
Google Ads Modeled Conversions: What They Are
Google Ads modeled conversions are estimates, not real orders. See why they inflate your reported count and what that means for your true per-order profit.
August 6, 2026
UTM Tracking Setup for Shopify Ads: A Guide
Learn how to set up UTM parameters for your Shopify Facebook and Google ad campaigns, then reconcile the clicks against real orders and per-order profit.
August 6, 2026