B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
92%
92% -- churn prediction accuracy for Cleeng ChurnIQ (2024)
ChurnIQ provides insights that predict churn with up to 92% accuracy.
- Vendor-reported; up to 92%
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
92%
Unit
Percentage
Data Vintage
2024
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
Cleeng
Primary
Tier B
https://blog.cleeng.com/quality-of-experience-grow-subscriber-engagement-and-satisfaction ↗
Source Article
6 Tips to Grow Subscriber Engagement and Satisfaction with Examples
Digital subscriptions are reshaping how consumers interact with products and services. From curated niche content to seamless user experiences and personalized recommendations, direct-to-consumer (D2C) subscription models are thriving due to their flexibility and convenience.
No wonder global revenu…
Original Research
Cleeng
· Original study ↗
Methodology
Vendor-reported; upper bound stated as "up to 92%"
Methodology documented
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2024 (current) | 95% | |
| 2024 (current) | 92% | -3.2% |
Segmentation
Industrymarketing
Cite this stat
Plain Text
Cleeng ChurnIQ: 92% churn prediction accuracy. Source: Cleeng (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/churniq-churn-prediction-accuracy
HTML Embed
<blockquote cite="https://lighthousedata.io/data/churniq-churn-prediction-accuracy" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>92%</strong> -- churn prediction accuracy for Cleeng ChurnIQ<br><small>Source: Cleeng (2024) · <a href="https://lighthousedata.io/data/churniq-churn-prediction-accuracy" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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