B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

28%

28% -- repeat customer dropoff rate for Indian FMCG D2C brand (2025)

2025  · Pragma

One Indian FMCG brand noticed 28% of repeat customers dropping off due to saved address bugs.

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Attribution: Pragma View source
Lighthouse Research Team
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Source verified Evidence graded
Value
28%
Unit
Percentage
Data Vintage
2025
Entity
Indian FMCG D2C brand
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Pragma Primary Tier B
https://www.1checkout.ai/post/types-of-checkout ↗
Confidence: 53/100 Vintage: 2025 Channel: Deep Crawl
Source Article
The 7 Types of Checkout Personalities in India: To Understand User Behaviour & Maximise Conversions
Checkout Personalities — The Hidden Characters in Your Indian D2C Store Every D2C brand in India obsesses over conversion rates, RTO percentages, and CAC recovery timelines. But behind those neat dashboards and funnel charts lies something far messier: people. And people, especially in India’s eComm…
Original Research
Pragma · Original study ↗

Single brand case

Methodology documented
Industrymarketing
Plain Text
Indian FMCG D2C brand: 28% repeat customer dropoff rate. Source: Pragma (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/fmcg-repeat-customer-dropoff-address-bugs
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<blockquote cite="https://lighthousedata.io/data/fmcg-repeat-customer-dropoff-address-bugs" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>28%</strong> -- repeat customer dropoff rate for Indian FMCG D2C brand<br><small>Source: Pragma (2025) · <a href="https://lighthousedata.io/data/fmcg-repeat-customer-dropoff-address-bugs" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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