This report is built from anonymized session and order data across Shogun-instrumented store pages. A store is included if it recorded at least one order and at least one session during the reporting period. Stores with conversion rates below 0.1% or above 25% are excluded as non-representative of active ecommerce operations.

Benchmark figures reflect 803 active stores from January through September 2026. Quarter-over-quarter movement figures compare only stores active in both Q2 and Q3 2026. Within-quarter monthly trend figures compare only stores active in all three months of Q3. Industry categories are derived from Storeleads data using Google Product Taxonomy classifications, and revenue bands are based on Storeleads estimated annual GMV.

Across 803 active stores in 2026 so far, the median conversion rate is 1.74% and the mean is 2.54%. The middle 50% of stores convert between 0.83% and 3.32%. But “good” depends heavily on your industry — Health & Wellness stores have a median of 3.22%, while Sports & Outdoors stores have a median of 1.20%. Use your industry-specific median as the right reference point, not the cross-industry figure.

Conversion rate equals orders divided by sessions, expressed as a percentage. A store with 1,000 sessions and 17 orders has a 1.7% conversion rate. We calculate it per store from total orders and total sessions across the full reporting period, rather than averaging monthly rates. We do not calculate it as orders divided by unique users.

The median across our 803-store dataset is 1.74% and the mean is 2.54%. The mean is pulled higher by a long right tail of high-converting stores, particularly in repeat-purchase categories. The median describes the typical merchant; for benchmarking your own store, use the median.

Health & Wellness (median 3.22%), Beauty & Personal Care (3.15%), and Food & Beverage (2.99%) lead the dataset in 2026 so far. These are repeat-purchase categories where customers often know what they want before they arrive.

Sports & Outdoors (median 1.20%), Autos & Vehicles (1.26%), and Consumer Electronics (1.39%) have the lowest medians. These are considered-purchase categories where customers compare, leave, and return before buying.

After a mixed first half, conversion rates softened in Q3. Among stores active in both Q2 and Q3, the median conversion rate fell 4.5% — compared with a 3.2% gain over the same months in 2025. Four of ten industries gained or held steady, led by Beauty & Personal Care (+4.5%) and Health & Wellness (+3.7%), while six declined, led by Autos & Vehicles (−33.6%) and Business & Industrial (−25.1%). Within Q3, conversion was 1.95% in July, 1.72% in August, and 1.76% in September.

It depends on where you are today. If you’re converting below 1%, target your industry median first. Between 1% and 3%, work toward your industry’s P75 — for most categories in this dataset that falls between about 2% and 3.3%, and above 5% for Health & Wellness, Beauty & Personal Care, and Food & Beverage. Above 3%, the focus usually shifts from conversion lift to growing AOV and customer lifetime value.

Usually because of traffic mix and seasonality, not necessarily site quality. A paid campaign, an email blast, or a viral post can shift who arrives on your site, and different audiences convert at very different rates. Seasonal demand patterns also vary by category. Across the market, monthly conversion can drift 5–15% between months — in Q3 2026, the median among stores active all quarter fell from 1.95% in July to 1.72% in August, a roughly 12% move in one month.

Use the median for setting targets. It describes the typical merchant and isn’t pulled around by a handful of very high-converting stores. The mean is useful as a diagnostic: across this dataset it runs above the median (2.54% vs. 1.74%), which signals a long right tail of top performers. When the mean and median move together, a change is broad-based; when they diverge, the shape of the cohort is shifting.