Repeat Purchase Rate
Repeat Purchase Rate (RPR) is the percentage of customers who buy from you more than once in a defined window. RPR = (Customers with 2+ Orders ÷ Total Customers) × 100, measured over 30/60/90/365 days depending on category. It's the canary for product-market fit in transactional businesses. A first purchase tells you marketing worked; the second purchase tells you the product worked. Healthy DTC consumables run 30-50% RPR within 90 days. Healthy fashion DTC runs 25-40% within 12 months. Below those, you're running an acquisition treadmill.
The Trap
The trap is averaging RPR across all cohorts and channels. A 35% blended RPR can mask the fact that paid-social customers repeat at 12% while email subscribers repeat at 65%. The blended number tells you nothing about which acquisition source to scale. Second trap: measuring RPR over too short a window for your category. Mattress companies have 7-year repurchase cycles — a 90-day RPR is meaningless. Third trap: counting refunds and returns as 'orders'.
What to Do
Cut RPR by acquisition cohort, channel, and first-purchase SKU. Then identify your 'gateway product' — the first SKU that has the highest downstream RPR. Concentrate paid acquisition on that SKU even if it has lower margin: you're buying a relationship, not a transaction. Build a 'second purchase playbook': a 30-day post-purchase email sequence with a specific second-purchase recommendation based on what they bought first. Target moving 90-day RPR by 5pp/year.
Formula
In Practice
Trader Joe's doesn't disclose financials, but industry estimates put their repeat-customer rate north of 80% on a monthly basis — among the highest in grocery retail. They achieve this without loyalty programs, without advertising, and without a digital app. Instead they run a tightly curated private-label assortment (~80% own-brand) with rotating exclusives that train customers to come back specifically because the product can't be bought elsewhere.
Pro Tips
- 01
The 'second purchase' is more valuable than the first because it predicts long-term LTV. Customers who make a second purchase are 2-3x more likely to make a third than first-time customers are to make a second.
- 02
Subscription is the cheat code for RPR. Converting a first purchase to subscribe & save instantly creates a 100% RPR for that cohort. Even modest subscribe-and-save adoption (15-20%) materially lifts blended RPR.
- 03
RPR is a leading indicator of LTV and a lagging indicator of product quality. If RPR drops 5pp, audit the product before audit the marketing — something changed in the customer experience.
Myth vs Reality
Myth
“Higher RPR is always better than lower RPR”
Reality
Wedding-dress retailers have ~0% RPR by design. Funeral services likewise. RPR must be benchmarked within category. The right comparison is your own RPR over time and against direct competitors — not across categories.
Myth
“Loyalty programs are the best lever for RPR”
Reality
Loyalty programs typically lift RPR by 5-10pp, but at the cost of margin (points liability is a real expense). Product quality, replenishment timing, and email sequencing usually beat formal loyalty programs in ROI per RPR point gained.
Try it
Run the numbers.
Pressure-test the concept against your own knowledge — answer the challenge or try the live scenario.
Knowledge Check
A DTC coffee brand has 90-day RPR of 18%. They run two test offers to lift it: (A) 20% off second order, (B) free 30-day subscription trial. Both run for one month with 1,000 customers each. Subscription test has 30% RPR; discount test has 28% RPR. Which test wins?
Industry benchmarks
Is your number good?
Calibrate against real-world tiers. Use these ranges as targets — not absolutes.
90-Day Repeat Purchase Rate (DTC)
DTC consumer brands (coffee, supplements, beauty)Best-in-Class (consumables)
> 50%
Strong
30-50%
Average
15-30%
Below Average
5-15%
Weak
< 5%
Source: Klaviyo / Shopify Plus DTC Benchmark Report 2024
Real-world cases
Companies that lived this.
Verified narratives with the numbers that prove (or break) the concept.
Trader Joe's
Ongoing
Trader Joe's drives an estimated 80%+ monthly repeat customer rate through a deceptively simple formula: ~80% private-label SKUs (you can only buy them at TJ's), rotating limited-time products that create FOMO, and a curated 4,000-item store vs the 30,000+ items at conventional grocers. Customers come back not because of points or apps, but because the product itself can only be bought there. Sales per square foot are roughly $2,000 — more than 2x the grocery average.
Estimated Monthly RPR
80%+
Sales / sq ft
~$2,000
Private-Label SKUs
~80% of assortment
Marketing Spend
Minimal (no national ads)
RPR is built into the product strategy, not bolted on with loyalty mechanics. If the product is unique and replenishment timing is right, the customer comes back without being asked.
Decision scenario
Discount vs Subscription for RPR
You run a DTC supplements brand. You acquire 4,000 customers/month at $35 CAC, with 60-day RPR of 22%. AOV is $48. Marketing wants to lift RPR. You can spend $50K to test one of two programs.
Monthly New Customers
4,000
CAC
$35
AOV
$48
60-day RPR
22%
Test Budget
$50K
Decision 1
Option A: $20 off second order, redeemable within 60 days. Projected to lift RPR to 35% but the discount eats $20 of margin per redemption. Option B: Build a subscribe-and-save program with 15% recurring discount. Projected adoption is 18% of new customers, with subscription RPR of 95%+ over 12 months.
Run the discount — faster to deploy, immediate RPR lift, customers see value upfrontReveal
Build subscribe-and-save — slower to launch, lower initial RPR lift, but converts 18% of customers to recurring billing✓ OptimalReveal
Related concepts
Keep connecting.
The concepts that orbit this one — each one sharpens the others.
Beyond the concept
Turn Repeat Purchase Rate into a live operating decision.
Use this concept as the framing layer, then move into a diagnostic if it maps directly to a current bottleneck.
Typical response time: 24h · No retainer required
Turn Repeat Purchase Rate into a live operating decision.
Use Repeat Purchase Rate as the framing layer, then move into diagnostics or advisory if this maps directly to a current business bottleneck.