Merchant-Controlled Ecommerce Incentives
Margin-Aware Offers
Roadmap — future strategic capability. Protect margin while giving shoppers the right reason to buy.
WardrobeIt is designed to help ecommerce merchants use discounts, bundles, free-shipping incentives, and promotional offers more selectively.
The future Margin-Aware Offers engine will evaluate merchant-approved product rules, cart conditions, customer eligibility, offer limits, and connected margin data before presenting an incentive.
Offers
Merchant offer rules
I like this outfit, but the total is above my budget.
Resolve the buying concern first. Surface an approved incentive only when merchant rules allow — no invented margin lifts.
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01
Protect Margin
Apply merchant-defined discount and profitability rules before an offer can be shown.
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02
Control Eligibility
Decide which shoppers, products, collections, carts, and markets qualify.
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03
Increase Conversion
Use approved incentives to help eligible shoppers continue toward checkout without discounting every order.
Controlled Offer Decisioning
Use an incentive only after the purchase barrier is understood.
WardrobeIt should not treat every pause, comparison, or inactive cart as a request for a discount. Where the future capability is enabled, offer decisioning follows a controlled process.
- 01Direct shopper question
Concern identified
The shopper has directly stated a price concern.
- 02Merchant rules
Cart reviewed
Products, cart value, active promotions, eligibility, exclusions, and merchant rules are checked.
- 03Merchant-approved
Approved action selected
The cart qualifies for the merchant’s active complete-look incentive.
- 04Clear explanation
Shopper receives the offer
This selected combination qualifies for the merchant’s approved complete-look offer.
- 05Controlled process
Behavioural activity is not proof
Behavioural activity should be treated as a possible signal, not proof of shopper hesitation.
Step 1 · Future Capability
Identify the shopper concern.
WardrobeIt uses direct shopper questions and supported cart context to understand the barrier.
“I like this outfit, but the total is above my budget.”
Barrier
Price
Direct concern
Barrier
Shipping cost
Supported context
Barrier
Cart value
Supported context
Barrier
Product suitability
Direct question
Barrier
Availability
Supported context
Barrier
Bundle value
First-order eligibility
Roadmap boundary
This is a future strategic capability, not part of the current shipped product.
Products
Products and collections
Cart
Cart value and discount limits
Customer
Customer eligibility and market
Promotion
Promotion dates, usage limits, and exclusions
Commercial data
Connected margin requirements
Step 2 · Future Capability
Check merchant rules before showing an offer.
Merchant Rules
Keep every incentive inside merchant-approved boundaries.
WardrobeIt is intended to support offer execution, not replace merchant approval.
- 1
Check eligibility
Products, collections, cart value, customer eligibility, market, and campaign.
- 2
Check exclusions and limits
Offer stacking, maximum uses, per-customer limits, quantity limits, expiry, and restricted markets.
- 3
Preserve approval authority
Merchants retain authority over offer creation, wording, discount value, eligibility logic, activation, deactivation, testing, and final approval.
Step 3 · Future Capability
Select an approved incentive.
WardrobeIt chooses only from offers created and authorized by the merchant.

Free-Shipping Threshold
Market · shipping method · cart minimum
Merchant controls
Cart-Value Discount
Minimum cart · maximum discount
Merchant controls
Product-Specific Promotion
Product eligibility · dates · exclusions
Merchant controls
Complete-Look Incentive
Required products · product count · offer value
Merchant controlsApproved action selected
Roadmap- 01

Approved Bundle
Verified bundle price or benefit
- 02

First-Order Offer
Merchant-approved first-order rules
- 03

Active merchant promotion
Eligible product or variant
Commercial boundary
It should never invent a coupon, alter a promotion, or calculate profitability without verified commercial data.
Merchant-created
Only offers created and authorized by the merchant.
Eligibility checked
Customer, products, cart, market, dates, and limits.
Verified data
Do not calculate profitability without verified commercial data.
Final approval
Merchant approval remains authoritative.
Merchant-Approved Offer Types
Use approved incentives for defined shopper conditions.
Each future offer type remains governed by merchant controls.
Offer 01
01Free-Shipping Threshold
Cart is approaching an active shipping threshold.
Explain the remaining qualifying amount.
Offer 02
02Cart-Value Discount
The cart meets an approved minimum value.
Present the configured discount and eligibility terms.
Offer 03
03Product-Specific Promotion
An eligible product or variant is in the cart.
Show the active merchant promotion.
Offer 04
04Complete-Look Incentive
The cart contains an approved multi-product combination.
Explain the benefit of purchasing the eligible look.
Offer 05
05Approved Bundle
Selected products match a merchant-configured bundle.
Present the verified bundle price or benefit.
Offer 06
06First-Order Offer
The customer qualifies under the merchant’s approved first-order rules.
Explain the offer without exposing internal eligibility logic.
Offer 1 of 6
Step 4 · Future Capability
Present the offer and continue the journey.
The shopper receives a clear explanation of why the offer applies, which products qualify, what conditions must be met, what changes in the cart, and when the offer expires.

Merchant-approved incentive
Approved complete-look offer
Updated total: Shown from connected pricing data
- Why the offer applies
- Which products qualify
- What conditions must be met
- When the offer expires
Primary action
Concern identified
The shopper has directly stated a price concern.
Current cart
Cart total · $278
Next action
Continue to Checkout
Cart reviewed
Products, cart value, active promotions, eligibility, exclusions, and merchant rules are checked.
Approved action selected
The cart qualifies for the merchant’s active complete-look incentive.
Merchant approval remains authoritative
WardrobeIt is intended to support offer execution, not replace merchant approval.
Future Eligibility Controls
Control qualification across the shopping journey.
Decide which shoppers, products, collections, carts, and markets qualify.
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Product · Collection
Products
Eligible product groups and restricted low-margin products.
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Minimum cart · Maximum discount
Cart
Minimum cart value and minimum product value.
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Customer type · First-order status
Customer
Customer qualification and offer history.
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Market · Campaign · Date range
Market
Restricted markets, promotion dates, and validity.
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Usage · Quantity · Expiry
Limits
Maximum uses, per-customer limits, and quantity limits.
Roadmap capability — merchant-controlled eligibility
WardrobeIt should not infer product margin from retail price alone.
Offer Governance and Measurement · Roadmap
Keep every incentive inside merchant-approved commercial boundaries.
This illustrative future dashboard does not imply current availability. WardrobeIt is intended to support offer execution, not replace merchant approval.
WardrobeIt Offer Controls — Future Capability
Approval controls
- Offer creationMerchant authority
- Eligibility logicMerchant authority
- ActivationMerchant authority
- Final approvalMerchant authority
Suggested dashboard views
Measurement boundary
Causal claim boundary
Association is not proof of lift.
Revenue associated with an offer does not automatically prove the offer caused the purchase. Incremental impact requires an appropriate controlled test.
Offers Shown
Approved offers presented to eligible shoppers.
Acceptance Rate
Displayed offers applied or selected.
Cart Progression
Eligible carts continuing toward checkout.
Assisted Orders
Completed orders under documented attribution rules.
Margin Impact
Review only where verified commercial data is connected.
Future Offer Demonstration
Review a roadmap decision flow.
This demonstration represents a future capability, not a currently available offer engine.
- 1Concern identified
The shopper has directly stated a price concern.
- 2Cart reviewed
Products, cart value, active promotions, eligibility, exclusions, and merchant rules are checked.
- 3Approved action selected
The cart qualifies for the merchant’s active complete-look incentive.
- 4Shopper receives the offer
This selected combination qualifies for the merchant’s approved complete-look offer.
- 5Continue the journey
Next action: Continue to Checkout.
“I like this outfit, but the total is above my budget.”

Occasion Dress
$148

Neutral Heels
$72

Structured Bag
$58
Frequently Asked Questions
Margin-aware offers, explained.
The capability remains on the enterprise roadmap and merchant approval remains authoritative.
Margin-Aware Offers is documented as a future strategic capability, not part of the current shipped product.
Where the capability is enabled, offer decisioning follows a controlled four-step process: identify the shopper concern, check merchant rules, select an approved incentive, and present the offer and continue the journey.
WardrobeIt chooses only from offers created and authorized by the merchant. Merchants retain authority over offer creation, wording, discount value, eligibility logic, activation, deactivation, testing, and final approval.
It should never invent a coupon, alter a promotion, or calculate profitability without verified commercial data. WardrobeIt should not infer product margin from retail price alone.
Merchants can define margin and commercial rules, eligibility rules, exclusions and limits, and approval controls where the future capability is enabled.
Revenue associated with an offer does not automatically prove the offer caused the purchase. Incremental impact requires an appropriate controlled test.
Enterprise Roadmap · Future Capability
Use Offers More Selectively
Explore how merchant-approved eligibility, margin controls, offer limits, and outcome reporting could help WardrobeIt deliver incentives without turning every shopping journey into a discount journey.
Protect the margin first. Use the offer only when it helps complete the right purchase.
- Concern identifiedDirect shopper price question
- Eligibility verifiedProducts · cart · market · limits
- Margin rules checkedConnected commercial data only
- Merchant approvalAuthorized incentive selected
Present only when eligible
Approved complete-look offer · merchant rules remain authoritative