B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
46%
46% -- cancellation reduction rate for consumers offered product customization (2026)
Allowing people to customize their experience reduces cancellations by up to 46%.
- Reduces cancellations by up to 46% (maximum/upper bound)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
46%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Science Says
Primary
Tier B
https://app.sciencesays.com/p/case-study-when-and-how-to-allow-customization ↗
Source Article
Case study: When and how to allow customization
Original Research
Science Says
· Original study ↗
Methodology
Case study summary; methodology not stated
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
consumers offered product customization: 46% cancellation reduction rate. Source: Science Says (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/customization-reduces-cancellations-46
HTML Embed
<blockquote cite="https://lighthousedata.io/data/customization-reduces-cancellations-46" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>46%</strong> -- cancellation reduction rate for consumers offered product customization<br><small>Source: Science Says (2026) · <a href="https://lighthousedata.io/data/customization-reduces-cancellations-46" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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