Goal: Drive Cross-Sells and Product Discovery

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Promote product discovery and multi-item purchases by creating bundle-based discounts that reward customers for buying across categories or adding complementary items to their cart.


Business Goal

Goal ID: BUNDLE_AND_SAVE

The merchant wants customers to explore more of the catalog and purchase multiple items per order. This is achieved through minimum item quantity conditions that incentivize buyers to add more products, particularly in categories with natural cross-sell relationships.


KPIs

KPIDefinitionHow to measure
Items per orderAverage number of line items per completed orderOrder data: total items / total orders
Cross-sell ratePercentage of orders containing items from 2+ categoriesAnalyze order composition across categories
Category diversity per orderNumber of distinct categories represented per orderTrack unique categories per order before and after
Bundle discount redemptionOrders meeting the minItemQuantity condition / total ordersCount qualifying orders vs total

Triggers

Activate this goal when the merchant expresses any of the following intents:

  • "bundle"
  • "cross-sell"
  • "buy together"
  • "product discovery"
  • "multi-buy"
  • "encourage people to buy more items"
  • "sell accessories with main products"
  • "increase items per order"
  • "mix and match"
  • Any request about getting customers to explore more of the catalog

Primary: Flow: Bundle & Save Campaign

The sole action for this goal. Creates a percentage discount with a minItemQuantity condition that activates when the customer adds enough items to their cart.

When to use: Whenever the merchant wants to incentivize multi-item purchases, cross-category exploration, or product discovery.

Key mechanics:

  • minItemQuantity condition (typically 2-3 items based on catalog profile)
  • Scope determines which products count toward the bundle:
    • CATEGORY — items from a specific category (best for focused cross-sell)
    • ITEMS — specific complementary products (best for curated bundles)
    • SITE — any items in the store (broadest reach)
  • Discount percentage scaled to margin (10-20%)
  • Higher item thresholds for lower-priced catalogs, lower thresholds for premium catalogs

Catalog profile matching:

Catalog TypeminItemQuantityScopeExample
Accessories + main products2CATEGORY (accessories)"Buy 2+ accessories, save 15%"
Wide catalog, many categories3SITE"Buy any 3 items, save 10%"
Curated complementary items2ITEMS (specific products)"Buy these together, save 15%"
Low-price items (avg < price_p25)3-4CATEGORY or SITE"Buy 4+, save 20%"
High-price items (avg > price_p75)2CATEGORY"Buy 2 premium items, save 10%"

Measurement Plan

Before campaign launch

  1. Record baseline items per order
  2. Record baseline category distribution per order
  3. Identify current cross-sell rate (orders with 2+ categories)

During campaign (weekly check-ins)

  1. Track items per order vs baseline
  2. Monitor bundle redemption rate
  3. Check margin impact — multi-item discounts compound with quantity
  4. Verify the minItemQuantity threshold is appropriate:
    • Redemption rate > 70% — threshold may be too low
    • Redemption rate < 5% — threshold may be too high or scope too narrow

After campaign (30-day assessment)

  1. Calculate items-per-order lift: (new_items_per_order - baseline) / baseline * 100
  2. Measure new category penetration — did customers discover categories they had not purchased from before?
  3. Assess AOV impact — bundling often increases AOV as a side effect
  4. Evaluate whether specific product combinations drove the most bundle completions
  5. Target benchmarks:
    • Items per order increase > 15% = strong result
    • Cross-sell rate increase > 10% = successful discovery

Decision Matrix

ScenarioApproachRationale
Store has clear accessory categoriesCATEGORY scope on accessories, minItemQuantity: 2Natural cross-sell with main products
Broad catalog, no clear bundlesSITE scope, minItemQuantity: 3Encourages exploration across the entire catalog
Merchant names specific productsITEMS scope with those productsCurated bundle matching merchant's intent
Low average price catalogHigher minItemQuantity (3-4)Lower price per item makes larger bundles feasible
High average price catalogLower minItemQuantity (2)Customers less likely to buy 3+ expensive items
Merchant specifies quantities or discountsHonor merchant inputUser overrides always take priority
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