B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
44%
44% -- share of company leaders saying ai personalization boosts retention for Company leaders (2025)
44% of company leaders state that AI-driven personalization boosts the speed of real-time data and customer retention or repeat purchases.
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Lighthouse Research Team
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Evidence graded
Value
44%
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
Statista
Primary
Tier C
https://miros.ai/what-is-semantic-search-in-e-commerce-how-to-use-it-to-dominate-the-market/ ↗
Source Article
What is Semantic Search in E-Commerce & How to Use it to Dominate the Market - Miros Blog
Sep 30, 2025
What is Semantic Search in E-Commerce & How to Use it to Dominate the Market
Something happened in 2012 that completely changed AI-powered search and product discovery. It was all thanks to CNN, but not the famous news channel of a dying medium. In this case, we’re talking about Convolu…
Original Research
Statista
· Original study ↗
Methodology
Study cited from Statista
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Company leaders: 44% share of company leaders saying ai personalization boosts retention. Source: Statista (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-personalization-retention-leaders
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<blockquote cite="https://lighthousedata.io/data/ai-personalization-retention-leaders" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>44%</strong> -- share of company leaders saying ai personalization boosts retention for Company leaders<br><small>Source: Statista (2025) · <a href="https://lighthousedata.io/data/ai-personalization-retention-leaders" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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