CartSpy
CartSpy for Shopify

How do I see which products are added to cart but not bought on Shopify?

To see which products are added to cart but rarely bought, use a cart analytics app such as CartSpy, whose Product Performance report ranks every product by adds to cart, checkouts, orders and cart-to-order rate.

A product with many add to carts and few orders is telling you something: a price that changes at checkout, a shipping cost, a sold-out variant, or a page that promises more than the cart delivers. The first step is finding those products. CartSpy ranks them by cart-to-order rate.

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Why Shopify’s reports make this hard

Shopify’s reports are strong on what sold. Orders, sales by product and conversion over time are all there. What happens to a product that was added to a cart and not ordered sits in the part of the journey before checkout, so it takes a tool that records add-to-cart events per product.

What to look at, step by step

  1. List products by adds to cart. The ones near the top are the ones shoppers want.
  2. Put orders next to them. The gap between adds to cart and orders is the cart-to-order rate for that product.
  3. Compare against the store average. A product far below it is the one to open first.
  4. Check the likely causes. Is a variant out of stock? Does shipping make the total jump? Is the price on the product page the price in the cart?
  5. Look at who adds it. If one source or device fills the carts and none buy, the problem may be the traffic and not the product.

With small numbers, a rate is noisy. A product added five times and never ordered is a prompt to look, not proof.

How CartSpy shows it

CartSpy Product Performance: views, adds to cart, checkouts and orders per product with rates
Product performance: adds to cart per product next to checkouts and orders, with the rate between them.

Open the product report (Product Performance) to see each product’s adds to cart, checkouts and orders side by side. Click a product to see the carts it appears in, including those that were abandoned, and the sources that brought them.

Where this fits

Per-product cart-to-order rate

The products added most and ordered least stand out.

The carts behind the number

Open the abandoned carts that held the product.

By source

See which campaigns fill carts with it and which ones close.

Related: abandoned cart analytics and add to carts live.

Common questions

Which Shopify app shows products that are added to cart a lot but rarely purchased?

CartSpy does. Its Product Performance report lists each product's adds to cart next to its checkouts and orders, with the rate between them.

People add to cart on my Shopify store but never go to checkout. How can I see those carts and what was in them?

CartSpy keeps every abandoned cart with its products, the stage the shopper reached and the source that brought them. Shopify's Abandoned checkouts list starts at checkout.

Is there a Shopify app that shows cart value and conversion by traffic source?

Yes. CartSpy shows cart value and orders by traffic source and campaign, so you can see which sources fill carts that never close.

Find the products that stall

Install, and product rates fill in as shoppers add to cart. 7-day free trial, cancel any time.

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