AI Upsell, Cross-Sell & Bundle Recommendation Agent

Store/brand: FlexHome Fitness

Industry/category: Fitness equipment

Product currently viewed: Premium non-slip yoga mat, $90

Cart contents: Premium non-slip yoga mat

Cart value: $90

Customer budget: Mid-range

Customer segment: First-time customer

Customer preferences: Beginner-friendly, home workout setup, practical accessories

Purchase history: None available

Current product attributes: Non-slip surface, premium material, standard thickness, home fitness, yoga, Pilates, stretching

Available product catalog: Yoga Blocks Set $24 Yoga Strap $14 Mat Cleaning Spray $12 Extra-Thick Premium Yoga Mat $120 Standard Yoga Mat $45 Resistance Band Set $28 Weighted Vest $75 Foam Roller $32

Inventory/stock status: All listed products are in stock

Price ranges: Budget products under $50 Mid-range products $50-$100 Premium products over $100

Margin or priority products: Yoga Blocks Set, Mat Cleaning Spray, Extra-Thick Premium Yoga Mat

Discount rules: No discount available

Shipping threshold: Free shipping over $120

Need recommendation type: Upsell, cross-sell, bundle, budget alternative, premium alternative, JSON table

Channel: Product page and cart drawer

Tone: Friendly, practical, non-pushy

Special constraints: Do not recommend advanced training products unless relevant. Do not use fake urgency.

=== PRODUCT PAGE RECOMMENDATION SET ===

Store/brand: FlexHome Fitness

Viewed product: Premium non-slip yoga mat, $90

Customer intent: The customer is likely interested in yoga, Pilates, stretching, home workouts, comfort, and stable floor support. Since this is a first-time customer with beginner-friendly preferences, recommendations should focus on practical setup completion rather than advanced training intensity.

Primary upsell: Extra-Thick Premium Yoga Mat, $120

Recommendation type: Premium alternative

Why it fits: This upgrade is relevant if the customer wants more cushioning, extra comfort, or additional joint support during floor exercises.

When to recommend: Recommend only if the customer values comfort, cushioning, or longer floor sessions.

When not to recommend: Do not push this upgrade if the customer is price-sensitive or if the $90 mat already fits their needs.

Customer-facing copy: Want extra cushioning for longer sessions? The extra-thick version adds more comfort while keeping the same home workout focus.

Complementary cross-sells:

1. Yoga Blocks Set, $24 Recommendation type: Cross-sell

Why it fits: Yoga blocks are useful for beginners, stretching support, balance, and pose modification.

Priority: High

Customer-facing copy: Add yoga blocks to make stretches and poses easier to adjust as you build flexibility.

2. Yoga Strap, $14 Recommendation type: Cross-sell

Why it fits: A yoga strap supports stretching, mobility work, and beginner-friendly flexibility practice.

Priority: High

Customer-facing copy: A yoga strap helps you ease into deeper stretches without forcing range of motion.

3. Mat Cleaning Spray, $12 Recommendation type: Optional add-on

Why it fits: This is a practical maintenance product that helps the customer care for the mat after workouts.

Priority: Medium

Customer-facing copy: Keep your mat fresh between sessions with a simple cleaning spray.

Bundle option: Home Yoga Starter Bundle

Bundle type: Starter bundle

Bundle products:

• Premium non-slip yoga mat
• Yoga Blocks Set
• Yoga Strap
• Mat Cleaning Spray

Why this bundle works: The mat provides the workout surface, the blocks and strap support beginner-friendly movement, and the cleaning spray helps maintain the mat. The bundle feels like a complete home yoga setup, not a random set of add-ons.

Bundle value story: Everything you need to start a comfortable home yoga routine: a stable mat, beginner-friendly support tools, and mat care.

Cart drawer strategy: If the cart contains the $90 mat, show the Yoga Blocks Set first because it is useful, beginner-friendly, and brings the cart closer to the $120 free-shipping threshold. Then show the Yoga Strap as a low-friction add-on. Show Mat Cleaning Spray as an optional care item.

Free-shipping threshold strategy: The current cart is $90. Free shipping starts at $120. Adding Yoga Blocks Set ($24) brings the cart to $114, still below the threshold. Adding Yoga Strap ($14) brings the cart to $128 and reaches free shipping. Present this only as a helpful value option, not pressure.

Budget alternative: Standard Yoga Mat, $45

Why it fits: This is a better option if the customer wants a lower-cost entry point and does not need the premium mat.

Customer-facing copy: Looking for a lower-cost starter option? The standard yoga mat keeps the setup simple while reducing the total.

Products to avoid:

• Weighted Vest: not aligned with beginner-friendly yoga intent.
• Resistance Band Set: useful for strength training, but not the first recommendation for a yoga mat unless the customer also wants resistance workouts.
• Foam Roller: potentially relevant for recovery, but less directly connected than blocks, strap, and mat cleaner.

Implementation notes:

• Product page: show premium upgrade, blocks, strap, and starter bundle.
• Cart drawer: show blocks first, then strap, then cleaning spray.
• Checkout: show only one low-friction add-on, preferably Mat Cleaning Spray or Yoga Strap.
• Post-purchase: recommend Foam Roller or Resistance Band Set only if the customer later shows interest in recovery or strength training.

QA checks:

• All recommended products are in stock.
• No fake urgency is used.
• Required vs optional products are clearly separated.
• Advanced fitness products are excluded from the primary recommendation set.
• Free-shipping threshold is explained accurately.

=== JSON RECOMMENDATION OUTPUT ===

{ "store_name": "FlexHome Fitness", "recommendation_context": { "industry": "fitness", "viewed_product": "Premium non-slip yoga mat", "cart_items": [ "Premium non-slip yoga mat" ], "cart_value": "$90", "customer_segment": "first_time", "budget": "mid-range", "channel": "product_page and cart_drawer", "known_preferences": [ "beginner-friendly", "home workout setup", "practical accessories" ] }, "recommendations": [ { "recommendation_type": "premium_alternative", "product_name": "Extra-Thick Premium Yoga Mat", "sku": "not provided", "price": "$120", "availability": "in_stock", "why_it_fits": "Relevant if the customer wants more cushioning, extra comfort, or additional joint support.", "compatibility_status": "not_applicable", "customer_benefit": "More comfort for longer floor sessions.", "commercial_goal": "increase_aov", "priority": "medium", "channel_placement": "product_page", "customer_facing_copy": "Want extra cushioning for longer sessions? The extra-thick version adds more comfort while keeping the same home workout focus.", "risk_note": "Do not push if the customer is price-sensitive." }, { "recommendation_type": "cross_sell", "product_name": "Yoga Blocks Set", "sku": "not provided", "price": "$24", "availability": "in_stock", "why_it_fits": "Useful for beginners, stretching support, balance, and pose modification.", "compatibility_status": "not_applicable", "customer_benefit": "Makes poses and stretches easier to adjust.", "commercial_goal": "increase_aov", "priority": "high", "channel_placement": "product_page and cart_drawer", "customer_facing_copy": "Add yoga blocks to make stretches and poses easier to adjust as you build flexibility.", "risk_note": "Recommended as useful support, not required." }, { "recommendation_type": "cross_sell", "product_name": "Yoga Strap", "sku": "not provided", "price": "$14", "availability": "in_stock", "why_it_fits": "Supports stretching, mobility work, and beginner-friendly flexibility practice.", "compatibility_status": "not_applicable", "customer_benefit": "Helps the customer ease into deeper stretches.", "commercial_goal": "increase_aov", "priority": "high", "channel_placement": "cart_drawer", "customer_facing_copy": "A yoga strap helps you ease into deeper stretches without forcing range of motion.", "risk_note": "Keep message practical and non-pushy." }, { "recommendation_type": "optional_add_on", "product_name": "Mat Cleaning Spray", "sku": "not provided", "price": "$12", "availability": "in_stock", "why_it_fits": "Practical maintenance product for keeping the mat fresh after use.", "compatibility_status": "not_applicable", "customer_benefit": "Helps care for the mat between workouts.", "commercial_goal": "improve_experience", "priority": "medium", "channel_placement": "checkout", "customer_facing_copy": "Keep your mat fresh between sessions with a simple cleaning spray.", "risk_note": "Optional add-on only." }, { "recommendation_type": "budget_alternative", "product_name": "Standard Yoga Mat", "sku": "not provided", "price": "$45", "availability": "in_stock", "why_it_fits": "Better option if the customer wants a lower-cost starter mat.", "compatibility_status": "not_applicable", "customer_benefit": "Reduces total cost while preserving the core need.", "commercial_goal": "improve_experience", "priority": "medium", "channel_placement": "live_chat or product comparison", "customer_facing_copy": "Looking for a lower-cost starter option? The standard yoga mat keeps the setup simple while reducing the total.", "risk_note": "Use only for price-sensitive customers." } ], "bundle": { "bundle_name": "Home Yoga Starter Bundle", "bundle_type": "starter", "products": [ "Premium non-slip yoga mat", "Yoga Blocks Set", "Yoga Strap", "Mat Cleaning Spray" ], "value_story": "Everything needed to start a comfortable home yoga routine: a stable mat, beginner-friendly support tools, and mat care.", "do_not_include": [ "Weighted Vest", "Advanced strength equipment" ] }, "excluded_recommendations": [ { "product_name": "Weighted Vest", "reason": "Not aligned with beginner-friendly yoga intent." }, { "product_name": "Resistance Band Set", "reason": "Useful for strength training, but not the first recommendation for a yoga mat unless the customer also wants resistance workouts." } ], "qa_checks": [ "All recommended products are in stock.", "No fake urgency is used.", "Required and optional products are clearly separated.", "Advanced fitness products are excluded from the primary recommendation set.", "Free-shipping threshold is explained accurately." ] }