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

25%

25% -- win rate improvement for AI adopters in sales (2026)

2026  · Salesforce

Salesforce's 2026 State of Sales report found that AI adopters boost win rates by 25%.

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Attribution: Salesforce View source
Lighthouse Research Team
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Source verified Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2026
Entity
AI adopters in sales
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://remotereps.com/services/sales-outsourcing/how-to-use-ai-in-sales ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
How to Use AI in Sales: 2025 Guide
Learn how to use AI in sales to automate leads, personalize outreach, and close deals 30% faster. Discover tools like Salesforce Einstein and real strategies for 2025. Transform your pipeline today! RemoteReps Author Last updated:02/10/2026 13 min read Picture this: You're in the thick of a high-sta…
Original Research
Salesforce · Original study ↗

Cited from Salesforce State of Sales report

Methodology documented
Industrymarketing
Plain Text
AI adopters in sales: 25% win rate improvement. Source: Salesforce (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-adopters-win-rate-25
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<blockquote cite="https://lighthousedata.io/data/ai-adopters-win-rate-25" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- win rate improvement for AI adopters in sales<br><small>Source: Salesforce (2026) · <a href="https://lighthousedata.io/data/ai-adopters-win-rate-25" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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