What is Repeat Purchase Rate?
Repeat Purchase Rate
Definition, formula, India benchmarks, and the operator-grade nuance behind it.
Repeat Purchase Rate is the percentage of customers who purchase more than once in a defined period. It is calculated by dividing customers with 2+ orders by total customers. RPR is the binary version of frequency and a leading indicator of LTV cohort health.
RPR is the simplest leading indicator for LTV cohort health.
D2C beauty target: 30–45%; subscription: 60%+.
Watch RPR by acquisition month — best predictor of cohort LTV.
Repeat Purchase Rate equals customers with two or more orders divided by total customers in the period.
RPR = Customers with 2+ Orders ÷ Total CustomersThe operator's read on Repeat Purchase Rate
Repeat Purchase Rate is the early-warning system for LTV. By month 4 you can already tell whether a cohort will hit healthy LTV — RPR by 90 days correlates strongly with annualized cohort LTV. If RPR < 20% by 90 days, the cohort is dead weight; double down on post-purchase flow. RPR is also segmentable by acquisition channel: organic + WhatsApp-acquired customers typically have 40%+ RPR vs 20–25% for cold paid traffic.
India 2026 benchmarks — Repeat Purchase Rate
- Indian D2C beauty (90-day RPR): 25–35%
- Indian D2C beauty (12-month RPR): 35–55%
- Indian D2C subscription (90-day RPR): 50–75%
- Indian D2C fashion (12-month RPR): 25–40%
- Indian D2C food/snacks (12-month RPR): 45–65%
Common mistakes to avoid
- Calculating RPR over too long a window (12-month RPR conflates cohort effects).
- Not segmenting by acquisition channel (loses signal).
- Confusing RPR with frequency (RPR is binary, frequency is count).
- Optimizing RPR at the cost of average-order-value (cheap repeat customers).
Frequently asked questions
What's a typical Repeat Purchase Rate value in India?
India 2026 benchmarks vary by category: Indian D2C beauty (90-day RPR): 25–35%; Indian D2C beauty (12-month RPR): 35–55%; Indian D2C subscription (90-day RPR): 50–75%. Bands compress in saturated CPM regimes and widen as products move from impulse to considered. The right benchmark for your business depends on stage, gross margin, and channel mix.
What are the most common mistakes when tracking Repeat Purchase Rate?
Three mistakes recur most often: Calculating RPR over too long a window (12-month RPR conflates cohort effects).; Not segmenting by acquisition channel (loses signal).; Confusing RPR with frequency (RPR is binary, frequency is count).. The simplest defense is to define each metric explicitly in your reporting playbook and avoid mixing definitions across teams.
How does Repeat Purchase Rate relate to other unit-economics metrics?
Repeat Purchase Rate is most useful in context. Pair it with PURCHASE-FREQUENCY and LTV to build a complete picture. Repeat Purchase Rate alone can mislead — the relationship between metrics matters more than any single number.
Should I optimize Repeat Purchase Rate or accept industry-standard values?
Optimization depends on your stage. Early-stage businesses often have Repeat Purchase Rate values outside healthy bands and need to fix structural issues (audience, creative, retention) before chasing the metric. Established businesses can compound through marginal improvements. Frameleads' Growth System maps which lever moves which metric in your specific category.
How Repeat Purchase Rate behaves per industry
Repeat Purchase Rate is a universal metric, but its band, drivers, and optimisation levers vary by category. Drill into the industry-specific version below for the deep view.
- Repeat Purchase Rate for Real Estate DevelopersCAC 3,500–35,000 ₹ · CPC 40–280 ₹Open
- Repeat Purchase Rate for D2C BrandsCAC 250–2,200 ₹ · CPC 8–60 ₹Open
- Repeat Purchase Rate for B2B SaaS StartupsCAC 15,000–3,00,000 ₹ · CPC 50–1,200 ₹Open
- Repeat Purchase Rate for Healthcare Clinics & HospitalsCAC 500–15,000 ₹ · CPC 15–250 ₹Open
- Repeat Purchase Rate for Education & EdTechCAC 400–4,500 ₹ · CPC 12–160 ₹Open
- Repeat Purchase Rate for Financial ServicesCAC 1,500–20,000 ₹ · CPC 30–950 ₹Open
- Repeat Purchase Rate for Professional ServicesCAC 800–12,000 ₹ · CPC 20–500 ₹Open
- Repeat Purchase Rate for Restaurants, Cafes & Cloud KitchensCAC 150–2,500 ₹ · CPC 8–120 ₹Open
- Repeat Purchase Rate for Fashion & Apparel D2CCAC 200–1,200 ₹ · CPC 10–55 ₹Open
- Repeat Purchase Rate for Gyms, Studios & Fitness AppsCAC 250–1,800 ₹ · CPC 12–80 ₹Open
- Repeat Purchase Rate for Automotive Dealers & OEMsCAC 600–4,500 ₹ · CPC 18–120 ₹Open
- Repeat Purchase Rate for Manufacturing & MSMEsCAC 3,000–35,000 ₹ · CPC 25–220 ₹Open
Questions about Repeat Purchase Rate
Long-form guides on related topics
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Sources & references
Cited primary and analyst sources. Independent of Frameleads' own data.
- IBEF — India Brand Equity Foundation: Indian Industry Reports — IBEF (Ministry of Commerce & Industry)
Sector-level market size, growth, and policy context for Indian industries.
- IAMAI — Internet & Mobile Association of India — IAMAI
Digital advertising industry body; reports on India internet user base, ad spend, and platform shares.
- MoSPI — Ministry of Statistics and Programme Implementation — Government of India
Primary source for India macro-economic indicators (CPI, GDP, household consumption).
- ASCI Code for Self-Regulation of Advertising in India — Advertising Standards Council of India
Mandatory baseline for all advertising claims in India — including digital, influencer, and comparative ads.
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