MOD Bundles Analytics
MOD Bundles provides analytics within the app to help you understand bundle performance.
Accessing Analytics
Open MOD Bundles from Shopify admin
Click Analytics in the navigation
View your bundle performance data
Available Metrics
Bundle Overview
Metric | What It Shows |
Total bundles sold | Number of bundle orders |
Bundle revenue | Total revenue from bundles |
Average bundle value | Average order value for bundles |
Most popular bundles | Which bundles sell most |
Time-Based Data
Daily/weekly/monthly trends
Compare periods
Identify patterns
Per-Bundle Metrics
Sales count per bundle
Revenue per bundle
Conversion rate
Average items per bundle
Shopify Native Analytics
Bundles also appear in Shopify's standard analytics:
Where to Find
Go to Analytics in Shopify admin
View Reports
Look at Sales reports
Bundle Products
Since bundles are Shopify products:
They appear in product reports
Revenue is attributed to bundle product
Standard Shopify metrics apply
Considerations
Bundle product shows total revenue
Individual bundle items tracked separately
May need to combine data for full picture
Understanding Bundle Data
What Counts as a Bundle Sale
A bundle sale is recorded when:
Customer completes a bundle
Adds to cart
Completes checkout
Abandoned carts don't count as sales.
Revenue Attribution
Bundle product: Gets the discounted total
Individual items: Part of the bundle
Discount: Recorded as price reduction, not coupon
Key Performance Indicators
Conversion Rate
Formula: Bundle page visits β Bundle purchases
What to track:
Product page views (Shopify analytics)
Bundle completions (MOD Bundles)
Checkout completions
Improvement tips:
Simplify bundle (fewer products)
Clearer pricing
Better product images
Average Bundle Value
Formula: Total bundle revenue Γ· Number of bundles sold
What it tells you:
Are customers buying larger bundles?
Are pricing tiers working?
Improvement tips:
Promote larger pack sizes
Incentivize higher tiers
Add upsell messaging
Product Popularity
Track: Which products are selected most in bundles
What it tells you:
Customer preferences
Which products drive bundle sales
Potential inventory planning
Actions:
Feature popular products
Consider removing underperforming items
Stock up on bundle favorites
Reporting Best Practices
Weekly Review
Bundle sales count
Revenue vs. goal
Popular products
Any issues (returns, complaints)
Monthly Deep Dive
Compare to previous month
Analyze product mix
Review pricing effectiveness
Customer feedback themes
Quarterly Strategy
Evaluate bundle lineup
Retire underperformers
Plan new bundles
Adjust pricing if needed
Exporting Data
From Shopify
Go to Analytics β Reports
Select relevant report
Click Export
Choose format (CSV, Excel)
From MOD Bundles
Check if export options are available in the Analytics section.
What to Export
Sales by bundle
Revenue by period
Product performance
Customer data (aggregated)
Connecting to Other Tools
Google Analytics
If you use Google Analytics:
Ecommerce tracking captures bundle purchases
Tag bundles appropriately
Track bundle page performance
Shopify + Third-Party Analytics
Many analytics apps integrate with Shopify:
Lucky Orange
Hotjar
Mixpanel
Others
Bundle interactions may be trackable depending on the tool.
Analyzing Bundle Performance
High-Performing Bundles
Signs of success:
Consistent sales
Low return rate
Positive reviews
Repeat purchases
Actions:
Promote more heavily
Create similar bundles
Use for marketing examples
Underperforming Bundles
Signs of issues:
Low conversion
Frequent abandonment
No repeat buyers
Confused customer questions
Actions:
Simplify the bundle
Adjust pricing
Improve product selection
Better imagery/description
Consider retiring
Customer Insights
What Bundles Tell You
Product affinities: What items are bought together
Price sensitivity: Which tiers sell most
Preferences: Popular variants, colors, etc.
Using Insights
Inform product development
Create more targeted bundles
Adjust inventory planning
Personalize marketing
Setting Goals
Revenue Goals
Monthly bundle revenue target
Percentage of total revenue from bundles
Growth rate
Engagement Goals
Bundle conversion rate
Average bundle size
Repeat bundle purchases
Quality Goals
Customer satisfaction (reviews, feedback)
Return rate on bundles
Support ticket volume
Troubleshooting Analytics
Data not appearing
Wait for processing (may take hours)
Ensure bundles are being purchased
Check date range selected
Numbers don't match
Shopify and MOD Bundles may count differently
Check what each metric includes
Returns/refunds may affect numbers
Need more detail
Use Shopify's detailed reports
Export and analyze in spreadsheet
Consider third-party analytics tools
