B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
25%
25% -- user retention improvement rate for finance and fintech apps (2025)
AI-powered personalization through composition analysis and restructuring improves user retention by an average of 25% in various apps across finance and fintech platforms.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
25%
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
Yellowslice
Primary
Tier C
https://rondesignlab.com/blog/design-news/the-role-of-composition-in-design ↗
Source Article
How to Use Composition for Products in Healthcare, Finance &
Explore the debate of trending vs timeless design....
👀 3112 views
❤️ 147 likes
Too Long;
Didn't Read
Composition in graphic design is the arrangement of various elements - lines, shapes, color and media - that serves as a foundation for the hierarchy of a dashboard or a product.
The core principles…
Original Research
Yellowslice
· Original study ↗
Methodology
Cited from Yellowslice research on AI-powered personalization across finance and fintech apps; average across various apps
Methodology documented
Segmentation
Industryfinance
Cite this stat
Plain Text
finance and fintech apps: 25% user retention improvement rate. Source: Yellowslice (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-personalization-retention-improvement-25pct
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<blockquote cite="https://lighthousedata.io/data/ai-personalization-retention-improvement-25pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- user retention improvement rate for finance and fintech apps<br><small>Source: Yellowslice (2025) · <a href="https://lighthousedata.io/data/ai-personalization-retention-improvement-25pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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