Conversion

What is Checkout abandonment?

Checkout abandonment is the share of shoppers who begin the checkout process but leave before completing payment.

Updated

Checkout abandonment is the last and most expensive drop-off, because you have already paid for the click and earned the intent. At a premium price point it is also where hesitation naturally clusters — the moment the customer has to decide whether the thing is genuinely worth it.

Diagnose it before you treat it. Separate genuine abandonment from payment failure, because in India a real share of lost checkouts are transactions that were attempted and did not go through. Those are fixed with better payment coverage and retry handling, not with persuasion.

For the rest, the usual causes are unwelcome surprises: a shipping charge that appears only at the final step, a delivery estimate that is vague or too far out, a forced account creation, or too many form fields on a phone. Each is fixable without touching the ad account. The instinct to reach for a discount code should be resisted — it recovers some orders now and teaches your most price-sensitive customers that abandoning is how you get a deal.

How Checkout abandonment is calculated

Checkout abandonment = (1 − Purchases ÷ Checkouts initiated) × 100

A worked example

A gifting brand records 1,059 initiated checkouts in July and 358 completed purchases.

  1. Checkouts initiated = 1,059
  2. Purchases = 358
  3. 1 − (358 ÷ 1,059) = 66.2%

Checkout abandonment = 66.2%.

Common mistakes

  • Confusing it with cart abandonment. Someone at checkout has far higher intent than someone who only added to cart.
  • Attacking it with discount codes, which trains customers to abandon deliberately.
  • Overlooking payment failure. In India a meaningful share of abandonment is a failed transaction, not a change of mind.

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