Is a Shopify Bundle Discount Plus Free Shipping Still Profitable? (Double-Dip Math)
Learn how to model a Shopify bundle discount with free shipping for contribution profit. Master double-dip math, tier buffers, and margin safeguards.
Shopify AOV & Bundles
Bundles, quantity breaks, BOGO and upsells, with the profit math behind each offer.
29 guidesLast updated Sep 12, 2026
Free audit: check if a bundle offer is worth testingDoes Your Shopify Bundle Increase True Profit or Only Top-Line AOV?
Does your Shopify bundle increase profit or only AOV? Uncover the AOV illusion, model contribution margin per session, and fix hidden discount leaks.
How to Test a Shopify Bundle Against No Bundle (Clean Baseline A/B Testing)
Learn how to test a Shopify bundle against no bundle. Detect false uplift, eliminate app widget leakage, and run a clean holdout baseline experiment.
Before Scaling Shopify Ads: Why You Must Fix AOV and Units Per Order First
Fix AOV and units per order before scaling Shopify ads. Master break-even ROAS, expand allowable CAC headroom, and review our 5-step pre-scale cart audit.
What to Optimize After Your First 100 Shopify Orders (Data-Driven Growth Playbook)
Reached 100 Shopify orders? Stop guessing and audit your real order data. Optimize AOV, basket size, unit economics, and PDP leaks before scaling ads.
Shopify Sales Are Coming In but AOV Is Low: What Should You Fix First?
Steady Shopify sales but low AOV? Diagnose the 4 root causes across pricing, merchandising, and traffic, and learn what to fix first.
Fixed Bundle vs Mix-and-Match Bundle on Shopify: Which Converts Better?
Compare fixed bundles vs mix and match on Shopify: conversion rates, choice overload, inventory SKU setups, and how to choose the right bundle format.
How to Price a Shopify Bundle With Mixed-Margin Products
Learn how to price a Shopify bundle with mixed margin products. Master floor prices, adverse selection safeguards, and preserve contribution profit.
Product-Page Bundle vs Cart Upsell vs Post-Purchase Upsell on Shopify: Where Should You Merchandise?
Compare PDP bundle widgets, cart upsells, and post-purchase offers on Shopify. Learn where to merchandise each touchpoint for higher conversion and AOV.
Shopify BOGO Economics: Effective Discount and Profit by Offer Type
Shopify BOGO economics guide: effective discount rates across 5 offer types, order contribution profit modeling, and asymmetric SKU margin safeguards.
Same vs Cross-Product BOGO on Shopify: When to Choose Each
Compare Same-Product vs Cross-Product BOGO on Shopify. Choose the right BXGY structure, solve variant selection, and preserve contribution profit.
When to Add Bundles on Shopify: Store Readiness Checklist
Learn when to add bundles to your Shopify store. Audit order volume, repeat sales, shipping step costs, and catalog buffers before launching bundle offers.
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