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Remove from Cart

remove_from_cart is a GA4 event that occurs when a product is removed from the shopping cart. Compared to add_to_cart, it is used to determine the shopping cart abandonment rate for each product and analyze the reasons for purchase abandonment.

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The remove_from_cart event helps you understand user abandonment behavior. If certain products are frequently removed from users’ carts, it may be a sign that there are factors discouraging a purchase, such as price, shipping costs, or availability.

It uses the same items array structure as add_to_cart. Record which product was removed, in what quantity, and at what price, including item_id, item_name, price, and quantity. The value parameter contains the total price (price × quantity) of the product being removed.

In GA4, you can analyze the ‘shopping cart retention rate’ by comparing add_to_cart and remove_from_cart. If the ratio of remove_from_cart to the number of add_to_cart for a specific product is high, there is a high possibility that there is a problem with the product page or pricing policy.

GA4 screen path: In Explore > Free form, add dimension item_name after filtering event name 'remove_from_cart'.

Key takeaways

  • This is a GA4 recommended e-commerce event that occurs when a product is deleted from the shopping cart.
  • Records removed product information in the same items array structure as add_to_cart.
  • Determine the shopping cart abandonment rate for each product based on the ratio of remove_from_cart to add_to_cart.
  • Track the value of the removed items by including the price × quantity of the product being removed in value.
  • It corresponds to UA's removeFromCart action and was standardized as remove_from_cart in GA4.

References

Frequently asked questions

Is remove_from_cart also possible when changing the shopping cart quantity from 1 to 0?

Actions such as changing the quantity to 0 or pressing the delete button are all subject to the remove_from_cart event. Depending on the UX structure, event trigger criteria must be agreed upon with the development team and implemented.

Where can I check remove_from_cart data?

There is no separate tab in the GA4 basic report. In exploratory analysis, it is common to filter by event name or analyze by query after linking to BigQuery.