Referral Stats And Studies

ReferralCandy analyzed 450+ established Shopify referral programs to reveal 2026 benchmarks for sharing, revenue, rewards, AOV, and customer behavior.

We looked at active Shopify programs on ReferralCandy with sales in the twelve months from June 1, 2025 to May 31, 2026. Then we grouped those merchants by the reward type on their active campaigns and compared the share of each merchant's revenue that came from referrals.

We analyzed Shopify referral programs by AOV and found high-ticket products still appear among the strongest performers, including programs clearing 5% and 10% referral revenue share.

Among successful referral programs, adding affiliate made programs 1.8x more likely to clear 5% revenue share. Here’s when affiliate earns its place.

We looked at non-disqualified referrals across live Shopify merchants on ReferralCandy and asked: how concentrated is referral volume among advocates?

Data from live Shopify stores shows referral programs can work quickly: median time to first referred sale is about 14 days, with 68% within a month.

ReferralCandy data from Shopify merchants shows customer referrals happen mostly through chat and email, not public social feeds.

Email marketers assume more sends means more fatigue. The data disagrees: across a broad cross-section of active Shopify referral programs on ReferralCandy, the reminder generated 2.6x more share-button clicks than the original.

In this study, we use data from merchants using ReferralCandy to answer the question: Do referred customers share more?

Every Shopify store with a referral program is running the same basic mechanic: a customer brings in another customer, the brand rewards the…

Most referral programs fail quietly. A forgettable banner buried in a footer, a generic discount, no real understanding of why anyone would bother sharing. T...

The data is consistent across every major loyalty research firm: most points expire unused, most members disengage, and the programs designed to build loyalty often end up undermining it.

Your best customers already talk about your store. They mention it to friends over dinner, drop links in group chats, post unboxing photos on Instagram. This...

Ecommerce analytics dashboard setup guide for tracking revenue, CAC, ROAS, cohorts, funnels, and the metrics that drive decisions.

Discover your Shopify store’s referral program ROI in seconds with our free referral program ROI calculator. Estimate referral marketing ROI, sales uplift & growth potential.

Learn how to measure ROI of a referral program, calculate referral ROI, and track referral performance effectively.

Compare referral vs loyalty programs for Shopify. Learn benefits, pitfalls, and a decision checklist to pick the right growth engine for your store.

Struggling with low referral conversions or poor ROI? Learn how to troubleshoot your referral program with actionable metrics and fixes

We've been running referral programs for thousands of ecommerce stores for over half a decade now, making retailers almost $470,000,000 in referral sales.

Referral programs bring you better customers that spend more + are more loyal. But how exactly should you structure the incentives? Who should you reward?

Traffic is profit. Set up Google Analytics right for your eCommerce store and start turning more browser traffic to sales.

Ledger has created the world's best-selling hardware wallet and created an active, thriving community. Here's how they built the brand.

It's been proven to be one of the most effective marketing channels, bringing in highly loyal customers – so why isn't referral marketing used more widely?

On 1st Feb 2019, Tesla ended their referral program. Here's how the company overtook Mercedes-Benz from zero cars and a $0 marketing budget

The question on the minds of many in the U.S. eCommerce market, is this: Does the large U.S. eCommerce market still have room to grow? Take a look.

What are the most effective tactics to encourage word-of-mouth referrals? We answer this question and many more like it here.

Are referred customers more valuable than non-referred customers? Researchers from Goethe University Frankfurt and the University of Pennsylvania think so.