Profit-first product recommendations

Upsells optimized for profit—not just order value.

Amplisio helps Shopify merchants recommend complementary products based on their estimated profit contribution.

Available through the Shopify App Store. Profit estimates depend on the costs and operating assumptions you provide.

Recommendation logic

Product priceRevenue signal
Cost of goodsMerchant input
Fees + shippingStore assumptions
Estimated contributionProfit-aware ranking
You control the inputs behind every estimate.

Why profit matters

A higher order value can still be a weaker business outcome.

AOV treats every added dollar the same. Product cost, payment fees, and shipping can make equally priced add-ons contribute very different amounts.

Amplisio uses your operating assumptions to estimate contribution and prioritize product pairings accordingly. It is decision support—not a guarantee of realized profit.

Typical signal

Order value

Which add-on increases the basket total?

Amplisio signal

Estimated contribution

Which relevant add-on may leave more after modeled costs?

A practical approach

Profit-aware recommendations, with merchant control built in.

Amplisio scans product economics, helps you review complementary pairings, and keeps the storefront experience simple.

01

Model the economics

Add product costs and store assumptions for fees and shipping.

02

Review the pairing

Approve a profit-aware suggestion or create a deliberate product rule.

03

Publish with control

Choose what appears and adjust the widget to fit your storefront.

Product demonstration

See the complete storefront flow.

From a relevant product-page offer to one-click acceptance, cart confirmation, merchant rules, customization, and verified interaction tracking.

Merchant control

Set the assumptions. Review the recommendation. Decide what goes live.

  • Maintain product cost information used in estimates.
  • Configure store assumptions for fees and shipping.
  • Review suggested pairings before publishing.
  • Create manual rules when merchant judgment should lead.

Estimates are only as useful as the inputs behind them. Amplisio keeps those assumptions visible and merchant-controlled.

Amplisio Upsell Rules interface inside Shopify Admin
Real Amplisio rule-management interface.

Merchant-ready today

The focused capabilities needed to run a product-page upsell.

Profit-aware suggestions

Rank relevant opportunities using modeled contribution and guardrails.

Manual upsell rules

Pair a trigger product with a complementary product and control its live status.

Product-page widget

Show a clear add-on offer with product details and an add-to-cart action.

Widget Studio

Adjust layout, density, CTA treatment, and storefront styling.

Cart verification

Confirm an accepted add-on reaches the Shopify cart before counting it.

Interaction tracking

Track storefront views and verified accepts without claiming purchase attribution.

Amplisio Widget Studio settings and live storefront preview
Real Widget Studio controls and storefront preview.

How it works

From store economics to a live add-on in four clear steps.

  1. 1
    Add cost context

    Provide the inputs used for estimated contribution.

  2. 2
    Choose a pairing

    Review a suggestion or create a manual rule.

  3. 3
    Configure the widget

    Fit the offer to the product page and test the cart flow.

  4. 4
    Learn from interactions

    See views and verified accepts for the rules you run.

Founding Merchant Program

Build a profit-first upsell practice with guided setup.

Join the Amplisio Founding Merchant Program. Get free access and guided setup in exchange for honest product feedback.

Explore the program

Focused FAQ

What merchants should know.

Does Amplisio guarantee higher profit?

No. Amplisio provides estimates based on the cost and operating assumptions you provide. Actual outcomes depend on your products, customers, pricing, and operations.

What does Amplisio track today?

Product-page widget views and verified add-to-cart accepts. Amplisio does not currently claim purchase, revenue, or realized-profit attribution.

Can I control which products are paired?

Yes. Review suggestions, create manual rules, and control which rules are active.

What does the Founding Merchant Program include?

Free access and guided setup in exchange for honest feedback. The program does not promise permanent lifetime-free access.

Profit-first by design

Recommend the add-on that makes economic sense.