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What a Normal Conversion Rate Actually Is: Every Dataset in One Table

Ask three benchmark providers what an average ecommerce conversion rate is and you get 1.4%, 2.03% and 2.74%. All three are right. I put every published number in one sortable table and explain why they disagree.

From the diary · CRO Diary  ·  July 31, 2026  ·  5 min read  ·  AI-drafted from sourced data

A wooden desk covered with printed spreadsheet tables of conversion benchmarks, a magnifying glass and a red pencil under warm lamp light
Photo via Openverse (CC0)

Every audit call I have ever been on eventually arrives at the same question: is my conversion rate normal? And the honest answer is that “normal” depends entirely on which dataset you hold up as the mirror. So instead of quoting one number and pretending it is the truth, this entry does what a benchmarks section should: it puts every serious published figure in one table, tells you where each comes from, and shows why they refuse to agree.

The three datasets that matter

There are exactly three public sources I trust enough to cite, because each one states its sample and updates on a known schedule.

Littledata benchmarked 2,800 ecommerce sites and published percentile bands, not just an average. For Shopify stores the average conversion rate is 1.4%, the best 20% clear 3.2%, and the best 10% clear 4.7%.

IRP Commerce publishes live monthly market data from UK retailers. In June 2026 the all-market average conversion rate was 2.03%, up from 1.85% in June 2025. It also breaks out ten verticals, which is where the really useful numbers hide.

Dynamic Yield runs the biggest panel: 200 million monthly unique users across 400+ brands. Its rolling twelve-month global average is 2.74%, with filters by device, region and industry.

Every number, one table

Click a column header to sort. Every figure is from the linked source, pulled in July 2026.

Segment ⇅Conversion rate ⇅Dataset ⇅Period ⇅
Shopify stores, average1.4%Littledata2023
Shopify stores, top 20% threshold3.2%Littledata2023
Shopify stores, top 10% threshold4.7%Littledata2023
Shopify mobile visitors, average1.2%Littledata2023
Shopify desktop visitors, average1.9%Littledata2023
UK all ecommerce markets2.03%IRP CommerceJun 2026
UK Arts and Crafts5.53%IRP CommerceJun 2026
UK Kitchen and Home Appliances2.84%IRP CommerceJun 2026
UK Pet Care2.70%IRP CommerceJun 2026
UK Health and Wellbeing2.58%IRP CommerceJun 2026
UK Sports and Recreation1.95%IRP CommerceJun 2026
UK Cars and Motorcycling1.78%IRP CommerceJun 2026
UK Fashion Clothing and Accessories1.70%IRP CommerceJun 2026
UK Toys, Games and Collectables1.63%IRP CommerceJun 2026
UK Baby and Child0.51%IRP CommerceJun 2026
Global panel, all industries2.74%Dynamic Yield12 mo to Jun 2026
Beauty and Personal Care (highest vertical)5.37%Dynamic Yield12 mo to Jun 2026
Luxury and Jewelry (lowest vertical)0.71%Dynamic Yield12 mo to Jun 2026
EMEA region2.89%Dynamic Yield12 mo to Jun 2026
Americas region2.69%Dynamic Yield12 mo to Jun 2026
APAC region1.58%Dynamic Yield12 mo to Jun 2026
Tablet traffic2.89%Dynamic Yield12 mo to Jun 2026
Mobile traffic2.86%Dynamic Yield12 mo to Jun 2026
Desktop traffic2.46%Dynamic Yield12 mo to Jun 2026

Why the averages refuse to agree

Lay the three headline numbers side by side and the disagreement looks embarrassing: 1.4% versus 2.03% versus 2.74%. It is not. Each panel is honestly measuring a different population.

THREE HONEST ANSWERS TO ONE QUESTION AVERAGE ECOMMERCE CONVERSION RATE, BY DATASET, JULY 2026 0%1%2%3%4%5%6% BABY & CHILD 0.51% ARTS & CRAFTS 5.53% LITTLEDATA 1.4% SHOPIFY AVG IRP UK 2.03% JUN 2026 DYN.YIELD 2.74% GLOBAL SHADED BAND = SPREAD BETWEEN VERTICAL EXTREMES IN JUNE 2026 IRP DATA. THE AVERAGES ALL LIVE INSIDE IT.
Three panels, three populations, three averages. The vertical spread dwarfs the disagreement between datasets.

Three forces do most of the work. Panel composition first: Littledata skews toward small and mid-size Shopify stores, Dynamic Yield toward large brands that can afford a personalization platform, and bigger brands convert better because they arrive with brand trust already paid for. Vertical mix second, and it is the monster: inside IRP’s single June 2026 snapshot, Arts and Crafts converts at 5.53% and Baby and Child at 0.51%. That 10x spread inside one dataset is bigger than every disagreement between datasets combined. Cheap repeatable products convert like habit; an 800 pound crib purchase gets researched for weeks. Counting method third: sessions versus visitors as the denominator quietly shifts any rate by tens of percent, which is a diary entry of its own for later this week.

The average conversion rate is like the average human body temperature of everyone in a hospital. Technically computable, medically useless.

How I actually use these numbers

Methodology: where every number in this entry comes from

All figures were pulled in July 2026 directly from the three public sources. Littledata numbers are from its published benchmark pages built on 2,800 sites (2023 benchmark, the most recent published cohort). IRP Commerce numbers are from its live Ecommerce Market Data page for June 2026, per market, read for all ten published verticals. Dynamic Yield numbers are from its XP2 benchmark pages, which report rolling twelve-month values from a panel of 200M+ monthly unique users across 400+ brands, read in July 2026 with data through June 2026. Nothing here is my own client data, and no number was averaged, adjusted or interpolated by me. Sources with URLs sit at the end of this entry.

My working routine is to benchmark against a dataset twin, not against the global average. A Shopify fashion store gets compared against Littledata’s Shopify average of 1.4% and IRP’s UK fashion figure of 1.70%, not against Dynamic Yield’s beauty-inflated 2.74%. Then I care about the percentile thresholds more than the average, because thresholds give you a target: above 3.2% is the top fifth of Shopify stores, above 4.7% the top tenth.

And one small discipline that saves a lot of false alarms: benchmark the same month against the same month. IRP’s own history shows the market moving from 1.85% to 2.03% inside a single year. If your rate looks bad against a number published two years ago, the problem may be the calendar, not your store.

Questions I get about this

What is a good ecommerce conversion rate in 2026?

Across the published datasets, the middle of the road is roughly 1.4% to 2.7% depending on whose panel you trust. Littledata's Shopify benchmark says anything above 3.2% puts you in the best 20% of stores and above 4.7% in the best 10%. So around 2% is unremarkable, above 3% is genuinely good, and above 5% is either excellent or a sign your traffic is unusually warm.

Why is my conversion rate so different from the published average?

Because the averages blend verticals, price points, countries and traffic sources that may look nothing like your store. In IRP's June 2026 data alone, verticals range from 0.51% to 5.53%. A store selling 800 pound nursery furniture should not expect the conversion rate of a store selling 20 pound craft supplies, and neither should feel bad about it.

Which conversion rate benchmark should I actually use?

The one closest to your reality. Shopify store owners get the most honest mirror from Littledata, because it is Shopify-specific: 1.4% average, 3.2% for the top 20%. UK retailers should watch IRP Commerce because it updates monthly from live retailer data. Dynamic Yield is most useful for vertical and device comparisons because you can filter its panel.

Do these datasets count conversion rate the same way?

No, and this is half the reason the numbers disagree. Some divide orders by sessions, others by visitors. A visitor-based rate is always higher than a session-based rate because one shopper generates several sessions. Before comparing yourself to any benchmark, check what your own analytics counts, because GA4 and Shopify do not even agree with each other.

Sources & data

  1. Littledata, ecommerce benchmarks from 2,800 sites, average Shopify conversion rate 1.4% (2023 benchmark, accessed July 2026)
  2. IRP Commerce Ecommerce Market Data, all markets and per-market conversion rates, June 2026 (accessed July 2026)
  3. Dynamic Yield XP2 ecommerce conversion rate benchmarks, panel of 200M+ monthly unique users (data through June 2026, accessed July 2026)
Cite this entry: CRO Diary (2026). “What a Normal Conversion Rate Actually Is: Every Dataset in One Table.” https://crodiary.com/benchmarks/what-a-normal-conversion-rate-actually-is/