At a glance
A typical Shopify fashion store converts about 1.0% of visits, and the best 20% convert 1.9% or more. The median order is $113 (Littledata, 2026). About 23.4% of US online apparel comes back (Coresight Research, 2026), and apparel retailers keep about 31.7% of customers (Bluecore, 2025). Compare your store stage by stage.
Stages: 6
Shopify fashion sample: 76 stores
Updated: Oct 28, 2026
Change log Oct 28, 2026: rebuilt as a benchmarks page for all six stages; every figure re-checked against its source; figures without an independent source removed.
Your Shopify dashboard says 1.2% of last month’s visits bought something. Is that good? Without a number to compare it with, you can’t tell whether to fix the product page, the checkout, or nothing at all.
A benchmark is an independent figure for the same metric, measured across many stores, that shows what normal and strong look like. This page collects them for the six stages of a Shopify fashion store, from AI Traffic to Repeat Purchase, with the source, sample and year next to every number.
We use only figures from independent research with a stated sample and date. Where data for Shopify fashion stores exists we use it first, and we say when a figure covers all retail or one country. Each stage links to its hub, where you’ll find the fixes.
Part of Grow Your Shopify Fashion Store with Styling: Salesperson to Stylist, our guide to the six stages of a Shopify fashion store.
In this guide
What are the benchmarks for a Shopify fashion store?
A typical Shopify fashion store converts about 1.0% of visits at a $113 median order, gets about 23.4% of its apparel sales back, and keeps about one customer in three; the table gives one figure for each stage.
| Stage | Metric | Typical | Strong | Source |
|---|---|---|---|---|
| AI Traffic | Conversion of visits from AI assistants, against other visits | 60% higher | Not published | Adobe, US retail, 2026 |
| Engagement | Bounce rate (sessions not engaged) | 42% | 18% or lower | Littledata, Shopify fashion, 2026 |
| Conversion Rate | Share of sessions that place an order | 1.0% | 1.9% or higher | Littledata, Shopify fashion, 2026 |
| AOV | Average order value | $113 | $298 or higher | Littledata, Shopify fashion, 2026 |
| Return | Online apparel return rate | 23.4% | Not published | Coresight Research, US, 2026 |
| Repeat Purchase | Customer retention rate, apparel retailers | 31.7% | Not published | Bluecore, 2025 |
Read the table as a first check, not a verdict. A store far below a typical figure has found the stage that costs it most; a store above it can still close the gap to the strong figure.
Find your weakest stage with the free Styling Score
Benchmarks show where your numbers sit. The Styling Score shows the styling factors behind them: bots walk your store like a shopper, and you get a score out of 100, a tier and a report stage by stage.
How much traffic do fashion stores get from AI assistants?
No independent benchmark yet gives the share of a fashion store’s visits that come from AI assistants, but the visits that do arrive convert and engage better than other traffic, and they are growing fast.
60%
higher conversion for visits from AI assistants than for other visits to US retail sites in July 2026, the 11th month in a row that AI traffic converted better.
Source: Adobe, 2026, more than 1 trillion visits to US retail sites, as reported by Digital Commerce 360
| Benchmark | Figure | Source | Year |
|---|---|---|---|
| Visits from AI assistants to US retail sites, growth year on year | +62% in July 2026 | Adobe | 2026 |
| Revenue per visit from AI assistants, against other visits | 53% higher | Adobe | 2026 |
| Bounce rate of visits from AI assistants, against other visits | 33% lower | Adobe | 2026 |
| ChatGPT’s share of AI referral visits to US ecommerce sites | 92.2%, then Gemini 5% and Perplexity 1.9% | Grips Intelligence, via EMARKETER | Q1 2026 |
Measure your own share: in Shopify, open Analytics › Reports, find sessions by referrer, and add up sessions from chatgpt.com, perplexity.ai, gemini.google.com and copilot.microsoft.com. Guides for this stage are in the AI Traffic stage.
What is a good bounce rate for a fashion store?
On Shopify fashion stores the median bounce rate is 42%, and the best 20% of stores keep it at 18% or lower (Littledata, 2026).
42%
of sessions on the median Shopify fashion store are not engaged: under 10 seconds, one page and no conversion. The best 20% of stores are at 18% or lower.
Source: Littledata, 2026, 76 Shopify fashion stores, July 27 to October 24, 2026
| Benchmark | Figure | Source | Year |
|---|---|---|---|
| Bounce rate, Shopify fashion stores | Median 42%; best 20% at 18% or lower | Littledata | 2026 |
| Pages per session, Shopify fashion stores | Median 3.5; best 20% at 5.2 or more | Littledata | 2026 |
| Share of sessions on mobile, Shopify fashion stores | Median 68% | Littledata | 2026 |
| Bounce rate, UK fashion, clothing and accessories stores | 43.94% in September 2026, against 39.47% a year earlier | IRP Commerce | 2026 |
| Visitors who leave after one page, all sectors | 53% | Contentsquare | 2025 |
Measure your own: Shopify’s Analytics reports show sessions and bounce rate by landing page. Check how your report defines a bounce before you compare. The fixes are in the Engagement hub.
What is a good conversion rate for a Shopify fashion store?
The median Shopify fashion store converts 1.0% of sessions into orders, the best 20% convert 1.9% or more, and the median across all Shopify stores is 1.4% (Littledata, 2026).
1.0%
is the median conversion rate of 76 fashion and clothing stores on Shopify over 90 days. The best 20% convert 1.9% or more, and the best 10% 2.5% or more.
Source: Littledata, 2026, July 27 to October 24, 2026
| Benchmark | Figure | Source | Year |
|---|---|---|---|
| Conversion rate, Shopify fashion stores | Median 1.0%; best 20% at 1.9% or more | Littledata | 2026 |
| Conversion rate, all Shopify stores (436 stores) | Median 1.4%; top 20% above 2.7% | Littledata | 2026 |
| Add-to-cart rate, Shopify fashion stores | Median 6.0%; best 20% at 9.8% or more | Littledata | 2026 |
| Checkout completion rate, Shopify fashion stores | Median 48%; best 20% at 61% or more | Littledata | 2026 |
| Cart abandonment rate, Shopify fashion stores | Median 81%; best 20% at 73% or lower | Littledata | 2026 |
| Cart abandonment rate, average of 50 studies | 70.22% | Baymard Institute | 2025 |
| Conversion rate, UK fashion, clothing and accessories stores | 1.62% in September 2026, against 1.29% a year earlier | IRP Commerce | 2026 |
On Shopify fashion stores the median mobile session converts at 1.2% and the median desktop session at 1.0% (Littledata, 2026). With 68% of sessions on mobile, the phone is where most of the gap to the best 20% sits.
Measure your own: Shopify’s Analytics overview shows conversion rate, and the sessions reports break it into added to cart and reached checkout. The fixes are in the Conversion Rate hub.
What is a good average order value for a fashion store?
The median order on a Shopify fashion store is $113, and the best 20% of stores average $298 or more (Littledata, 2026).
$113
is the median average order value of 76 fashion and clothing stores on Shopify, against $110 across all Shopify stores. The best 20% are at $298 or more.
Source: Littledata, 2026, July 27 to October 24, 2026
| Benchmark | Figure | Source | Year |
|---|---|---|---|
| Average order value, Shopify fashion stores | Median $113; best 20% at $298 or more | Littledata | 2026 |
| Average order value, all Shopify stores | Median $110 | Littledata | 2026 |
| Revenue per customer over 90 days, Shopify fashion stores | Median $143; best 20% at $470 or more | Littledata | 2026 |
| Average order value, UK fashion, clothing and accessories stores | £88.28 in September 2026, against £90.16 a year earlier | IRP Commerce | 2026 |
| Average item price, UK fashion, clothing and accessories stores | £59.44 in September 2026, against £61.18 a year earlier | IRP Commerce | 2026 |
Price point explains most of the spread: a store selling $300 dresses and one selling $30 tees can both be healthy. Compare with stores at your price, and with your own AOV over time. The fixes are in the AOV hub.
What return rate is normal for a fashion store?
About 23.4% of clothing bought online in the US came back in 2025, against 19.3% of all US online sales, and nearly 70% of shoppers who returned clothing gave size and fit as the reason.
23.4%
is the estimated return rate for US online apparel in 2025, and nearly 70% of shoppers who returned clothing bought online gave size and fit as the reason.
Source: Coresight Research with Alvanon, 2026, Shifting the Size and Fit Paradigm, as reported by FashionUnited
| Benchmark | Figure | Source | Year |
|---|---|---|---|
| US online apparel, return rate in 2025 | 23.4% | Coresight Research | 2026 |
| All US online sales, share returned in 2025 | 19.3% | NRF and Happy Returns | 2025 |
| UK online fashion items, share returned each year | About 30%, in a survey of 1,002 UK shoppers | fulfilmentcrowd, via Just Style | 2025 |
| UK shoppers who have ordered several sizes and returned the rest | 62%, in the same survey | fulfilmentcrowd, via Just Style | 2025 |
Measure your own: Shopify’s sales reports show returned quantity rate and return line item reason. Read a period whose return window has closed. The fixes are in the Return hub.
What is a good repeat purchase rate for a fashion store?
Apparel retailers keep about 31.7% of their customers, more than the 27.4% across seven retail sectors, while nearly three-quarters of a retailer’s customers buy only once (Bluecore, 2025).
31.7%
is the average customer retention rate of apparel retailers, against 27.4% across seven retail sectors. Once a shopper buys twice, her chance of buying a third time rises by 95%.
Source: Bluecore, 2025, Customer Growth Benchmarks Report, 2024 data, as reported by Shopify
| Benchmark | Figure | Source | Year |
|---|---|---|---|
| Apparel retailers, customer retention rate | 31.7% | Bluecore | 2025 |
| Seven retail sectors combined, customer retention rate | 27.4% | Bluecore | 2025 |
| Footwear, and jewellery and accessories, customer retention rate | 22.2%, and 19.1% | Bluecore | 2025 |
| Share of a retailer’s customers who buy only once | Nearly three-quarters | Bluecore | 2025 |
| Visitors who return within 30 days of their first visit, all industries | 13% | Contentsquare | 2026 |
Measure your own: Shopify’s customer cohort analysis shows how many customers from each month’s first orders came back, and when. The fixes are in the Repeat Purchase hub.
How do I compare my store with these benchmarks?
Pull one number for each stage from Shopify for the same 90 days, compare each with the typical figure and then the strong one, and start with the stage where your gap is largest.
- Pick the periodUse your last full 90 days, the same window as Littledata. For returns, use a period whose return window has closed.
- Pull six numbersIn Shopify, open
Analytics › Reports: sessions from AI assistants, bounce rate, conversion rate, average order value, returned quantity rate, and the share of customers who ordered again in the customer cohort analysis. - Compare with the typical figureA stage well below it is costing you more than it costs a typical store. Mark it.
- Compare with the strong figureThe gap to the best 20% is the size of the prize at each stage.
- Fix one stage at a timeOpen that stage’s hub, add one fix, and measure the same number again after the same length of time.
Compare like with like
A store with a $300 average order will usually convert less often than one at $40, and that is healthy. Compare with stores at your price point, and always with your own last period.
What are the benchmarks worth in revenue?
On 10,000 sessions a month at a $113 order, moving from the median fashion conversion rate to the best-20% rate is worth about $10,170 a month before returns, from the same traffic.
A worked example, with every assumption stated, using the Shopify fashion figures above:
- 10,000 sessions at the median conversion rate of 1.0% give 100 orders. At $113 each, that is $11,300.
- The same sessions at the best-20% rate of 1.9% give 190 orders, or $21,470: $10,170 more.
- If 23.4% of what is sold comes back, about $8,656 stays sold at the median rate and about $16,446 at the best-20% rate.
- Each session is worth about $1.13 at the median rate and about $2.15 at the best-20% rate.
This is arithmetic, not a measured result, and it applies the return rate to sales value for simplicity. Littledata’s measured revenue per session on Shopify fashion stores is $1.72 at the median and $3.32 for the best 20%. It is higher than the sum because each median comes from a different store, so the medians don’t multiply exactly.
Why do benchmarks for the same metric disagree?
Benchmarks for the same metric differ because studies use different stores, countries, definitions and dates, so compare your number only with a figure measured the same way.
| Reason | Example from this page |
|---|---|
| Who is in the sample | Cart abandonment is 81% at the median Shopify fashion store (Littledata) but 70.22% across 50 studies of all ecommerce (Baymard). |
| Country | UK fashion stores converted 1.62% in September 2026 (IRP Commerce); the median Shopify fashion store converts 1.0% (Littledata). |
| Definition | Littledata counts a bounce as a session under 10 seconds with one page and no conversion; Contentsquare counts visitors who leave after one page. |
| Retention or repeat rate | Bluecore’s retention rate is not the same number as Shopify’s returning customer rate; the Repeat Purchase hub explains the difference. |
| Units or value | A return rate counted in units can differ from one counted in sales value, especially when expensive pieces come back more often. |
| Median or mean | Littledata’s all-Shopify conversion rate is 1.4% at the median and 1.9% as a mean, because a few high converters pull the mean up. |
| Date | UK fashion conversion moved from 1.29% to 1.62% in a year (IRP Commerce), so an old benchmark can mislead. |
Don’t mix sources in one comparison
Compare your conversion rate with one source, measured over the same length of time, and keep using that source next time. Switching sources can make a store look better or worse when nothing changed.
Where do the benchmarks fit in the six stages?
Each benchmark measures one of the six stages a Shopify fashion store moves a shopper through, from the first visit to the next order; the strip links to each stage’s fixes.
- AI TrafficVisits from AI assistants · convert 60% better
- EngagementShoppers exploring looks · bounce 42%
- Conversion RateShare of visits that buy · median 1.0%
- AOVAverage order value · median $113
- ReturnReturn rate · US apparel 23.4%
- Repeat PurchaseRepeat purchases · apparel retention 31.7%
What else do founders ask about benchmarks?
Founders most often ask these six questions.
What is a good conversion rate for a clothing store on Shopify?
The median Shopify fashion store converts 1.0% of sessions, and the best 20% convert 1.9% or more (Littledata, 76 stores, July to October 2026). Across all Shopify stores the median is 1.4%. Compare with stores at a similar price point, and with your own rate over time.
What is a normal average order value for a fashion store?
The median average order value of Shopify fashion stores is $113, and the best 20% are at $298 or more (Littledata, 2026). UK fashion stores averaged £88.28 in September 2026 (IRP Commerce). Price point explains most of the difference between stores.
What return rate is normal for online clothing?
Coresight Research estimates that US online apparel had a 23.4% return rate in 2025, against 19.3% for all US online sales (NRF and Happy Returns, 2025). A 2025 survey of UK shoppers put the share of fashion items returned at about 30%.
What is the average cart abandonment rate for fashion stores?
Littledata puts the median cart abandonment rate of Shopify fashion stores at 81%, with the best 20% at 73% or lower (2026). Baymard Institute’s average across 50 studies of all ecommerce is 70.22%. They measure different stores, so compare with the one closest to yours.
Does traffic from AI assistants convert better?
On US retail sites, yes: Adobe found that visits from AI assistants converted 60% better than other visits in July 2026, with 53% more revenue per visit and a 33% lower bounce rate. No independent benchmark yet gives the share of a fashion store’s traffic that comes from AI assistants, so track your own in Shopify.
How often are these benchmarks updated?
We re-check every figure against its source when we update the page, and record each change in the change log at the top. The date next to each source shows when it was last checked.
Sources
- Littledata. Fashion & Apparel benchmarks, 76 Shopify stores. Data July 27 to October 24, 2026. Checked Oct 28, 2026. littledata.io
- Littledata. Average ecommerce conversion rate (all devices), 436 Shopify stores. Data July 27 to October 24, 2026. Checked Oct 28, 2026. littledata.io
- IRP Commerce. Fashion Clothing & Accessories ecommerce market data. September 2026. Checked Oct 28, 2026. irpcommerce.com
- Digital Commerce 360. Adobe: AI-referral traffic spending, converting more than counterparts. August 19, 2026. digitalcommerce360.com
- EMARKETER. AI assistants are strong referral traffic drivers and paths to purchase, Industry KPIs show (Grips Intelligence data, Q1 2026). Checked Oct 28, 2026. emarketer.com
- Contentsquare. 2025 Digital Experience Benchmarks. January 28, 2025. contentsquare.com
- Contentsquare. 2026 Digital Experience Benchmark Report, 99 billion sessions on more than 6,500 websites. February 25, 2026. contentsquare.com
- Baymard Institute. Cart abandonment rate statistics, 50 studies. Updated September 22, 2025. baymard.com
- Coresight Research with Alvanon. Shifting the Size and Fit Paradigm: A Three-Pillar Framework To Reduce Returns and Future-Proof for Agentic Commerce. May 19, 2026. coresight.com
- FashionUnited. Sizing intelligence is strategic priority as brands prepare for AI-driven commerce. June 30, 2026. fashionunited.com
- NRF and Happy Returns. 2025 Retail Returns Landscape. October 15, 2025. nrf.com
- Just Style. UK online fashion returns hit 30% with poor fit as top reason (fulfilmentcrowd survey of 1,002 UK shoppers). January 27, 2025. just-style.com
- Bluecore. 2025 Customer Growth Benchmarks Report, more than 100 retailers across seven sectors, 2024 data. 2025. bluecore.com
- Shopify. Average customer retention rate by industry (Bluecore data). September 4, 2026. shopify.com
- Shopify Help Center. Using the Analytics overview dashboard. Checked Oct 28, 2026. help.shopify.com
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