What Is a Drop-off Point? Finding Where Buyers Leave

Common Drop-off Points on Shopify

Product page: people look but never add to cart.
Cart or cart drawer: items go in, but checkout never starts.
Checkout: they start but quit, say at the shipping or payment step.

Each step feeds the next, so someone who leaves at the cart never sees your checkout. One weak step can hold back the whole store, even with strong traffic.

Drop-off Point vs Drop-off Rate

The point is the place. The drop-off rate is the share who leave there. So checkout is a drop-off point, and if half of checkout starters leave, that's its drop-off rate.

A Candle Store Example

Say this is one week at a candle store:

5,000 sessions
3,800 viewed a product (76% of sessions)
266 added to cart (7% of product viewers)
112 started checkout (42% of carts)
45 placed an order (40% of checkout starters)

The product page loses the most people: 3,534 of 3,800 viewers never add to cart. Looks like the problem. But across 958 Shopify stores in our data, only 6.72% of product viewers added to cart, so 7% is in line. Same for the cart step: 42% of carts reached checkout in both.

Checkout's another story. In our data, 57% of checkout starters placed an order. This store gets 40%. At 57%, its 112 checkouts would bring about 64 orders, not 45. That's 19 more a week from the same traffic.

So checkout, the quiet one, is the drop-off point to check first. These averages mix many kinds of stores, though, so use them as a rough guide, not a target.

Spotting Drop-off Points on Shopify

Shopify's conversion breakdown in analytics shows how many sessions added to cart, reached checkout and completed checkout. That's enough to spot a weak step.

Our app, Growth Suite, tracks products viewed, cart activity and checkout events, and its Funnel Report splits the journey into five stages. For your own funnel, see our funnel report guide for finding drop-off points.

Myth: The Drop-off Point Is Where Most People Leave

Lots of owners chase the step that loses the most people, usually the product page. Most visitors are just browsing, so a big drop there can be normal. Compare each step with what's usual for stores like yours, not with your other steps.

A drop-off point only shows where people leave, never why. Before changing anything, check the page itself, like its price, shipping cost or load speed. Lots of visits but almost no add-to-carts? Read why a store gets traffic but no sales.