What is a normal ecommerce conversion rate?

The figures, with their age on the label

Almost every published benchmark omits one of three things: whether it counts sessions or visitors, how large the sample was, and when the underlying data was collected. Omitting the third is how a 2022 number becomes a 2026 benchmark.

Here is what we could actually verify, with all three stated.

Why the spread is that wide

A range of 1.4% to 3.65% is not measurement error, it is three different questions being answered.

Sessions or visitors. Sessions almost always outnumber visitors, because Shopify closes a session after 30 minutes idle and again at midnight UTC. A visitor-based rate has a smaller denominator and therefore a bigger number, for no commercial reason whatsoever.

Shopify-only or everything. Littledata measures Shopify stores. Broader panels include marketplaces and enterprise retail with quite different traffic profiles.

Vertical. Within a single dataset for a single month, IRP puts arts and crafts above 5% and baby and child near 0.5%. That is a tenfold spread inside one methodology. Any blended average is dominated by whatever mix the panel happened to contain.

Device is the largest single split

The one thing three independent sources agree on is that desktop converts substantially better than mobile, roughly 30% to 60% higher, while mobile carries most of the sessions.

Littledata put Shopify mobile at 1.2% against desktop at 1.9%. Adobe, on 2022 data, had smartphone at 2% against 3% for desktop and tablet. A third panel, whose original publication is no longer reachable, had 2.8% against 3.2% with 75% of sessions on mobile.

This matters for benchmarking more than it looks. If your traffic is 85% mobile and the benchmark panel was 60% mobile, you are comparing your store to a different device mix, and the gap will read as a store problem when it is a traffic problem.

Cart abandonment, the one number with a real running average

Baymard Institute maintains a meta-average of cart abandonment studies rather than publishing its own single figure. As of its last update on 22 September 2025 the average is approximately 70.2%, aggregated across 50 separate studies, with individual results ranging from 55% in a 2010 Forrester study to 84.27% in a 2020 SaleCycle one.

That spread across studies is itself the argument for using a meta-average, and it is why this is the only benchmark on this page we would use without heavy caveats.

Baymard also publishes a reasons breakdown from its own survey work, which is more actionable than the headline rate: extra costs such as shipping, tax and fees at 40%, delivery too slow at 20%, not trusting the site with card details at 19%, being forced to create an account at 18%, and a checkout that was too long or complicated at 17%.

What we could not source, and will not repeat

The conversion-rate-by-traffic-source table, showing email converting around 4%, organic near 2.8% and paid social around 1%, appears in a great deal of ecommerce content. We could not trace it to any organisation with a stated methodology or sample size. One of the blogs publishing it states in its own sourcing note that no public channel-by-channel dataset exists and that its figures are synthesised from other secondary blogs.

We are not saying those numbers are wrong. We are saying nobody knows, and a benchmark nobody can source is not evidence, it is repetition.

Where this is genuinely hard

Benchmarks are least reliable exactly where they are most wanted. A store doing 15 orders a day has a conversion rate that swings meaningfully week to week on sample size alone, so comparing it to a two-decimal industry average is comparing a noisy number to a precise-looking one. The arithmetic of small samples covers why.

The honest use of a benchmark is as a sanity check with wide bands: below about 0.5% something is probably broken, above about 4% something is probably unusual about your traffic or your category. Between those, the benchmark has nothing useful to tell you that your own trend does not tell you better.

Common questions

What is a good conversion rate for an ecommerce store?

Sessions-based averages from credible sources fall between roughly 1.4% and 2.2%. Vertical and device mix move that more than store quality does, so the useful comparison is your own store over time rather than an industry figure.

What is the average cart abandonment rate?

Approximately 70.2%, per Baymard Institute, which aggregates 50 separate studies and last updated the figure on 22 September 2025. Individual studies in that set range from 55% to 84.27%.

Why is my mobile conversion rate so much lower than desktop?

That gap is normal and consistent across every panel we found: desktop converts roughly 30% to 60% higher. Mobile also carries most sessions, so a store with a heavier mobile mix will show a lower blended rate for reasons unrelated to store quality.

Are Shopify conversion rate benchmarks reliable?

Directionally. The most quoted Shopify-specific figure is real primary data from 2,800 stores, but the underlying data is from 2023 and is routinely republished as current. Check the date on any benchmark before using it.

Related

• Which Shopify numbers actually matter?
• Telling signal from noise on a small store
• First‑time and returning buyers, and why the split matters