CBD Ecommerce Benchmarks (2026): Repeat Purchase Rate and CLV

Short answer: no trusted source publishes a repeat purchase rate for CBD stores alone. The two nearest Shopify benchmarks bracket it: the median 12-month repeat purchase rate is 15.9% for wellness stores and 30.9% for health food and supplement stores, according to By the Numbers. Brightfield Group's consumer research explains why a CBD brand's own rate matters more than the category average: heavy users, who take CBD five or more days a week, are about a quarter of consumers but account for about three quarters of spending.

Why there is no clean CBD benchmark

CBD is a small, legally awkward category, and the datasets that publish retention benchmarks either fold it into a broader group or leave it out. By the Numbers has no CBD row; its closest categories are wellness and health food and supplements. Recharge publishes supplement and health and wellness subscription data but does not break out CBD. Brightfield Group, which tracks the CBD market, publishes usage frequency and market size, not store-level repeat rates.

The figure most often quoted for CBD, a 36.2% repeat purchase rate set against a 28.2% ecommerce average, traces back to an analytics vendor's study of its own client stores. We could not find a published sample size, date range or metric definition for it, so this report does not use it as a benchmark. Treat any single "CBD repeat rate" with the same caution until a dataset with a disclosed sample publishes one.

What we can do honestly is three things: bracket CBD between the two nearest Shopify categories, use consumer research to explain where a given CBD store should sit inside that bracket, and show with a worked example why the gap between the bottom and top of the bracket decides whether a CBD brand can grow at all.

The acquisition squeeze: what a CBD brand cannot buy

Most ecommerce categories can buy their way past a weak repeat rate for a while. CBD brands mostly cannot, because the channels that make paid acquisition easy are closed or narrowed.

The payment and notification rules come from Shopify's own help pages on payment options for hemp sales and selling hemp products. The SMS restriction is listed in Klaviyo's prohibited content guide. Meta's terms are set out in its drugs and pharmaceuticals ad standard, which requires prior written authorisation and LegitScript certification for CBD ads. Google's are in its Ads policy update on CBD, which allows topical, hemp-derived CBD products with THC content of 0.3% or less in California, Colorado, and Puerto Rico, and continues to disallow supplements, food additives, and inhalants. Both policies change, so check them before planning spend.

The result is a category where the second order does the work that paid media does elsewhere. Organic search, affiliates, wholesale and referrals bring customers in more slowly and in smaller numbers, so the margin on repeat orders has to fund growth. Our guide to growing a CBD brand with referrals instead of paid ads covers the acquisition side of that problem.

Usage frequency decides the economics

The single most useful fact for a CBD retention plan is how unevenly spending is spread. In Brightfield Group's 2019 consumer survey analysis, heavy users of CBD (5+ days/week) account for 25% of consumers but about 75% of the market in monetary terms. Work that through and a heavy user spends roughly nine times as much as everyone else on average: three times their share of consumers, against one third for the rest. Keeping one heavy user is worth about as much as keeping nine occasional ones. A separate New Frontier Data survey published in 2020 found that among CBD consumers, about 1 in 5 (21%) use it daily, while 40% do so weekly.

A nationally representative survey points the same way. Among US adults who had ever used CBD, the Frontiers in Public Health study found 9.0% used it on 100 or more days in the past 12 months, while 38.7% reported 0 days. The same survey, fielded on the Ipsos KnowledgePanel, estimated that 21.8% of US adults used CBD in the past 12 months. That is up from the 14% of US adults who told Gallup in 2019 that they use CBD products, though the two surveys asked different questions, so read the change as direction rather than an exact growth rate.

Two things follow from that distribution. First, only about 61% of people who have tried CBD used it at all in the past year, so lapsing is the default outcome, not the exception. Second, among past-year users, roughly 15% used it on 100 or more days and about 37% on 31 or more days. Those regular users are the customers whose reorder cycle a store can predict and plan around.

Brightfield's more recent work suggests the regular core has held while the casual edge thinned. Its 2025 market analysis reports that roughly one in five consumers had worked CBD into their daily routines. Its review of the market in 2024 expected sales to drop to $3.4 billion in 2024 from $3.8 billion in 2023, with the number of active companies dropping from about 3,500 to less than 1,500. In its analysis of lapsed users, products being too expensive ranked as the top reason consumers stopped using CBD.

For a store, that means three segments with different jobs: daily users to protect, regular users to move into a routine, and occasional buyers who will mostly lapse and are worth a cheap reminder rather than a deep discount.

What good looks like: repeat purchase tiers for CBD stores

Because CBD sits between the two nearest Shopify categories, the right comparison depends on what you sell. A store built on daily ingestibles behaves like a supplement store: the product runs out on a schedule. A store built on topicals, gifts or occasional-use formats behaves more like the broader wellness group, where many customers buy once.

The quartiles set the tier boundaries. In the same benchmark, wellness stores run from 8.3% at the 25th percentile to 22.0% at the 75th, and health food and supplement stores from 22.7% to 40.9%.

Source: Mage tiers built on the By the Numbers wellness and supplement quartiles, September 2025 to August 2026.

Place yourself using your own mix. If more than half of first orders are tinctures, capsules or gummies sized for a month, judge yourself against the supplement rows. If most first orders are balms, bath products or one-off gifts, the wellness rows are the fairer comparison, and moving from developing to solid is a real achievement.

Worked example: the second order pays for the first

The inputs below are illustrative assumptions, not benchmarks, because no trusted source publishes CBD acquisition cost, order value or margin. Swap in your own and the logic holds.

Take a CBD store that acquires 1,000 new customers a year at a blended $40 each through search, affiliates and creators, $40,000 in total. Its average order is $60, and after product cost, fulfilment and high-risk card processing each order contributes $30. First orders bring in $30,000 of contribution, so the cohort starts $10,000 in the red. Assume each customer who comes back places three more orders in the year.

Source: Mage scenario on assumed inputs, using the By the Numbers category medians and quartiles cited above.

At the wellness median the cohort barely clears its acquisition cost in a year, so the brand can afford very little more per new customer. At the supplement median the same budget returns four times as much. That difference is the cash a CBD brand has for growth, because it cannot simply raise its bids on Meta or Google the way a skincare brand can.

Now layer in the usage split. If a quarter of the 1,000 customers become heavy users and they account for three quarters of the cohort's spending, losing 25 heavy users costs about as much as losing 225 occasional ones. That is why the cheapest retention work in CBD is aimed at the regular user: an on-time replenishment reminder, a subscription offer after the second order, and recognition that rewards staying power rather than another discount.

Subscriptions: the nearest proxy, and how to read it

Subscriptions are the most direct way to keep the daily user, but there is no published CBD subscription benchmark. Recharge's supplement data is the nearest proxy, since both categories sell a measured supply that runs out on a schedule. Treat it as a ceiling for daily ingestibles, not a target for topicals.

In Recharge's supplement retention analysis, only 86.6% of first-time buyers come back for a second order, in data covering roughly 1,800 supplement brands. The curve keeps falling after that.

Even with that drop, 100 subscribers on this curve place about 278 orders across the first four cycles, while 100 one-time buyers have placed 100 orders and are waiting to be won back. Across categories, Recharge's Subscription Trend Report 2026 found that across 20,000 brands on Recharge, subscribers placed nearly 3x more orders than one-time shoppers.

The practical reading for CBD: the second and third reorders are where subscribers are lost, so what you do in the first three months matters more than the size of the sign-up discount. For deeper subscription economics, see the subscription box benchmarks and supplement benchmarks.

Regulation can reset a cohort overnight

Retention plans in CBD have to survive rule changes that other categories never face.

On January 26, 2023, the FDA concluded that its existing regulatory frameworks for foods and dietary supplements are not appropriate for CBD and said it would work with Congress on a new pathway. Until that exists, CBD cannot be sold as a dietary supplement, which is one reason large retailers remain cautious.

In November 2025 Congress changed the federal definition of hemp, as summarised by the Congressional Research Service. The new definition measures total THC rather than delta-9 alone, keeps the 0.3% dry-weight limit, and excludes final hemp-derived cannabinoid products containing more than 0.4 milligrams of THC per container. It was due to take effect on November 12, 2026. A stopgap spending law signed in September 2026 moved that date to December 11, 2026 for products made from naturally occurring cannabinoids, and Congress may change it again.

For retention, the exposure is concentrated in full-spectrum products, often the formats daily users reorder. If any of your products could fall outside the new definition, take legal advice now, and plan how you will tell repeat customers what is changing and which product replaces the one they buy. A brand that loses its best-selling reorder product without a migration plan loses its heaviest users with it. Our article on loyalty program compliance for cannabis and CBD brands covers the programme side.

Reconciling the numbers: which figure to use for what

The most common mistake is comparing a store's all-time returning customer share with a 12-month repeat rate. The all-time figure only rises as the store ages, so it will always look better than the benchmark.

How to measure your CBD store in Shopify

Use the same definition as the benchmark: in a fixed 12-month window, customers with two or more orders divided by all customers who ordered in that window. Shopify's customer cohort analysis report gives the cohort view by first-order month.

Then split it three ways, because a blended rate hides the segments above:

• By first product format. Tinctures and capsules, gummies, topicals. Each has its own reorder clock, and only the ingestibles should be judged against the supplement tiers.
• By purchase option. Subscription and one-time customers separately, since a subscription first order has already committed to the next one.
• By order count in the year. Customers with four or more orders are your heavy-user segment. Track how many there are and what share of revenue they bring; if the market-wide split holds for your store, it will be far more than their headcount suggests.

For timing, measure the median days from first to second order by first product, then send the replenishment reminder a few days before it. Our time to second purchase guide shows how.

Where Mage fits

With SMS restricted and paid media narrow, CBD retention runs through email and the customer's account. Mage is a Shopify loyalty app, and its health and wellness loyalty program supports the levers this report points to: points on every subscription renewal through the Recharge integration, VIP tiers that reward daily users for staying rather than for one large order, and a referral program to replace some of the acquisition that ads cannot do. The Shopify Retention Email Framework sets out the lifecycle emails that carry replenishment and win-back work when SMS is not an option. Check that it works by comparing members with non-members on the share of customers with four or more orders in a year.

For wider context, see the ecommerce retention rate benchmarks and referral program benchmarks.

The The Shopify Retention Email Framework covers the 11 lifecycle emails that drive repeat purchases.