B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

57%

57% -- marketing leaders saying ai essential for personalization for marketing leaders (2025)

2025  · Salesforce

57% of marketing leaders state that AI is essential in helping them provide personalized experiences.

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Attribution: Salesforce View source
Lighthouse Research Team
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Source verified Evidence graded
Value
57%
Unit
Percentage
Data Vintage
2025
Entity
marketing leaders
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Salesforce Primary Tier C
https://www.marketapts.com/blog/mastering-apartment-copywriting-a-guide-to-boosting-leases-and-engag… ↗
Confidence: 48/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Mastering Apartment Copywriting: A Guide to Boosting Leases and Engagements
Apartment marketing copywriting can make it or break it when it comes to getting more leases. The secret sauce to filling those vacant apartments isn’t just about the amenities; it’s how you write about them. Good copywriting is essential for apartment marketing because it serves as the bridge betwe…
Original Research
Salesforce · Original study ↗

Salesforce report cited via secondary blog

Methodology documented
Industrymarketing
Plain Text
marketing leaders: 57% marketing leaders saying ai essential for personalization. Source: Salesforce (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-personalization-salesforce
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<blockquote cite="https://lighthousedata.io/data/ai-personalization-salesforce" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>57%</strong> -- marketing leaders saying ai essential for personalization for marketing leaders<br><small>Source: Salesforce (2025) · <a href="https://lighthousedata.io/data/ai-personalization-salesforce" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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