B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
92%
92% -- consumer churn after negative experiences for consumers (2025)
92% of consumers will leave a business after just two or three negative experiences.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
92%
Unit
Percentage
Data Vintage
2025
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
thinkowl.com
Primary
Tier C
https://www.thinkowl.com/blog/ai-quality-management-in-customer-service-from-quality-check-to-real-t… ↗
Source Article
AI Quality Management: From Quality Check To Real-Time Support
AI Quality Management: From Quality Check To Real-Time Support
Before AI-driven quality management, service quality was measured through manual evaluation methods. Teams reviewed only a small sample of customer interactions. Customer satisfaction was difficult to track consistently across channels. …
Original Research
thinkowl.com
· Original study ↗
Methodology
Cited from an unnamed recent report; original study not identified
Methodology documented
Segmentation
Industrysaas
Cite this stat
Plain Text
consumers: 92% consumer churn after negative experiences. Source: thinkowl.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/consumers-leave-after-negative-experiences
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<blockquote cite="https://lighthousedata.io/data/consumers-leave-after-negative-experiences" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>92%</strong> -- consumer churn after negative experiences for consumers<br><small>Source: thinkowl.com (2025) · <a href="https://lighthousedata.io/data/consumers-leave-after-negative-experiences" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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