B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
14%
14% -- pct retailers rating self service best in class for Retailers (self-service checkout capabilities) (Q3 2025)
14% of retailers rate their self-service capabilities as best-in-class.
- Based on survey of 131 retail executives, 2,533 consumers, performance data, and expert analysis
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
14%
Unit
Percentage
Data Vintage
Q3 2025
Entity
Sample Size
131
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Incisiv
Primary
Tier A
https://www.incisiv.com/the-self-service-excellence-inflection-point-how-market-leaders-are-separati… ↗
Source Article
The Self-Service Excellence Inflection Point: How Market Leaders Are Separating from the Pack
Industry Benchmark
Q3, 2025
Self-service in retail is no longer a novelty—it’s a necessity. But while nearly every retailer has attempted to offer some sort of self-service checkout journey, few have truly mastered it. The Self-Service Excellence Benchmark Report reveals a widening gap between a ret…
Original Research
Incisiv
· Original study ↗
Methodology
From Incisiv Self-Service Excellence Benchmark Report; based on surveys of 131 retail executives and 2,533 consumers, plus real-world performance data and expert analysis
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Retailers (self-service checkout capabilities): 14% pct retailers rating self service best in class. Source: Incisiv (Q3 2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/retailers-self-service-best-in-class-14pct
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<blockquote cite="https://lighthousedata.io/data/retailers-self-service-best-in-class-14pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>14%</strong> -- pct retailers rating self service best in class for Retailers (self-service checkout capabilities)<br><small>Source: Incisiv (Q3 2025) · <a href="https://lighthousedata.io/data/retailers-self-service-best-in-class-14pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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