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Analytics & Reporting

Track your bundle performance and understand how customers interact with your bundles.

Updated yesterday

MOD Bundles Analytics

MOD Bundles provides analytics within the app to help you understand bundle performance.

Accessing Analytics

  1. Open MOD Bundles from Shopify admin

  2. Click Analytics in the navigation

  3. 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

  1. Go to Analytics in Shopify admin

  2. View Reports

  3. 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:

  1. Customer completes a bundle

  2. Adds to cart

  3. 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

  1. Go to Analytics β†’ Reports

  2. Select relevant report

  3. Click Export

  4. 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


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