Signs your store is losing sales — and where each one hides.

Traffic is steady but orders are not

This is the highest-signal pattern in ecommerce and the one most likely to mean something is broken rather than demand-driven. Demand changes usually move traffic and orders together. A gap between them points at the funnel.

The usual causes, in order of likelihood: a payment gateway declining or timing out, a shipping-rate configuration that returns no rates for a region, a discount code that errors, an app script failing on the cart page, a required field that is broken on mobile, or a tax or address validation rule rejecting valid input.

Orders stop entirely for a period that normally has them

Zero orders during a window that historically has orders is the strongest single signal there is, and it is unambiguous in a way that percentage drops are not. It is also the easiest to miss overnight, when it can run for eight hours before anyone opens a dashboard.

It rarely means demand vanished. It usually means checkout is broken, the store is unreachable for some customers, or a payment provider is rejecting everything.

Margin is falling faster than revenue

If revenue holds but margin slips, look at prices before you look at costs. An expired sale that never came down, a repricing app applying an old rule, a bulk edit on the wrong collection, or a currency rounding drift will all sell perfectly well — that is what makes them expensive.

Your best sellers are out of stock, and still being advertised

A sold-out product does not stop receiving traffic. Ads keep running, search results keep ranking, and the landing page keeps converting at zero. This is a signal that shows up in ad spend before it shows up in revenue reports.

Mobile conversion drifts away from desktop

Most storefront traffic is mobile and most owners browse their store on a laptop. A layout regression, a slow-loading hero image, a cumulative layout shift that moves the buy button, or an app banner covering the header will all hurt mobile only — and will be invisible in the way you personally look at your store.

Core Web Vitals are the measurable proxy: LCP for how quickly the page becomes useful, CLS for whether things move under a thumb, INP for whether taps feel responsive.

Organic traffic is sliding without a ranking crash

Gradual organic decline is usually structural rather than algorithmic: title tags overwritten by a theme update, canonicals pointing at the wrong URL, a noindex left on after a staging deploy, product schema removed by an app change, or a sitemap that stopped updating.

The tell is that it starts on a specific date. Demand-driven decline is gradual from the beginning; a technical cause has an edge you can find in a graph.

Customers mention problems you have never seen

One support message about a broken page usually represents many silent visitors who simply left. Treat “it wouldn’t let me check out” as a monitoring finding, not an anecdote — and note the device, browser and country, because it is likely to be specific to one of them.