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

16%

16% -- referred buyer clv uplift for referred buyers (2025)

2025  · Wharton School of Business

Referred buyers have a 16% higher customer lifetime value (CLV) than an average Amazon shopper according to the Wharton School of Business.

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Attribution: Wharton School of Business View source
Lighthouse Research Team
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Source verified Evidence graded
Value
16%
Unit
Percentage
Data Vintage
2025
Entity
referred buyers
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Wharton School of Business Primary Tier C
https://www.mara-solutions.com/post/how-to-write-the-best-replies-to-amazon-reviews-as-a-seller ↗
Confidence: 48/100 Vintage: 2025 Channel: Deep Crawl
Source Article
How to Write the Best Replies to Amazon Reviews as a Seller
How to Write the Best Replies to Amazon Reviews as a Seller Amazon is a lucrative online marketplace to sell products. But with 9.5 million Amazon sellers, competition is fierce. You must make the extra effort to stand out and increase your bottom line. To achieve this, Amazon sellers must respond t…
Original Research
Wharton School of Business · Original study ↗

Wharton School of Business study

Methodology documented
Industrymarketing
Plain Text
referred buyers: 16% referred buyer clv uplift. Source: Wharton School of Business (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/referred-buyers-clv-16-higher
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<blockquote cite="https://lighthousedata.io/data/referred-buyers-clv-16-higher" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>16%</strong> -- referred buyer clv uplift for referred buyers<br><small>Source: Wharton School of Business (2025) · <a href="https://lighthousedata.io/data/referred-buyers-clv-16-higher" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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