B Evidence Grade B Graded under review Safe to Cite Recent

66%

66% -- customer return rate for Ecommerce customers using self-service features like cancellations and updates (Native Commerce merchants) (2025)

2025  · Native Commerce

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Attribution: Native Commerce View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
66%
Unit
Percentage
Data Vintage
2025
Entity
Ecommerce customers using self-service features like cancellations and updates (Native Commerce merchants)
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
Native Commerce Primary Tier A
https://thenativecommerce.com/blog/scaling-ecommerce-operations-podcast-with-marat-bolatov-and-melis… ↗
Confidence: 56/100 Vintage: 2025 Channel: Deep Crawl
Source Article
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Original Research
Native Commerce · Original study ↗

Return rate with self-service features (cancellations, updates) vs ~56% baseline without, a ~10 percentage point increase; from Native Commerce analysis of thousands of orders, exact sample size not stated. Post is undated; vintage approximated to 2025.

Methodology documented
Industrymarketing
Plain Text
Ecommerce customers using self-service features like cancellations and updates (Native Commerce merchants): 66% customer return rate. Source: Native Commerce (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/self-service-return-rate-with-features
HTML Embed
<blockquote cite="https://lighthousedata.io/data/self-service-return-rate-with-features" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>66%</strong> -- customer return rate for Ecommerce customers using self-service features like cancellations and updates (Native Commerce merchants)<br><small>Source: Native Commerce (2025) · <a href="https://lighthousedata.io/data/self-service-return-rate-with-features" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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