B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
65%
65% -- marketers reporting slow data access limits personalization for marketers (2025)
65% of marketers reported that slow data access limits their ability to personalize content effectively.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
65%
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
alivetechnolabs.com
Primary
Tier C
https://www.alivetechnolabs.com/post/how-arabic-media-com-enhanced-user-engagement-through-snowflake… ↗
Source Article
How Arabic-Media.com Enhanced User Engagement Through Snowflake and Alive Technolabs
How Arabic-Media.com Enhanced User Engagement Through Snowflake and Alive Technolabs
In today’s fast-paced digital world, personalization is no longer optional—it’s essential. Media and entertainment companies constantly face the challenge of keeping audiences engaged with relevant, real-time conten…
Original Research
alivetechnolabs.com
· Original study ↗
Methodology
Survey referenced in vendor case study; original survey publisher not identified
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
marketers: 65% marketers reporting slow data access limits personalization. Source: alivetechnolabs.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/marketers-slow-data-limits-personalization
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<blockquote cite="https://lighthousedata.io/data/marketers-slow-data-limits-personalization" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>65%</strong> -- marketers reporting slow data access limits personalization for marketers<br><small>Source: alivetechnolabs.com (2025) · <a href="https://lighthousedata.io/data/marketers-slow-data-limits-personalization" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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