B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
15%
15% -- win rate improvement for B2B sales teams using AI (scoring/demo automation) (2024)
AI automation in scoring and demos leads to a 15-20% improvement in wins according to Salesforce.
- Reported as a range of 15-20% wins
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
15%
Unit
Percentage
Data Vintage
2024
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
Salesforce
Primary
Tier C
https://remotereps.com/services/sales-outsourcing/what-is-b2b-sales ↗
Source Article
B2B Sales: Close Bigger Deals Faster [2024 Guide]
Master the full B2B sales process—pipeline to close. Proven strategies, real examples & expert tips to land larger deals and grow recurring revenue.
RemoteReps
Author
Last updated:02/08/2026
13 min read
B2B sales is how one business sells products or services to another business. Unlike retail, the …
Original Research
Salesforce
· Original study ↗
Methodology
Compressed FAQ phrasing ('15-20% wins') interpreted as a 15-20% improvement in win rates from AI-driven sales automation, attributed to Salesforce. Range midpoint extracted; no specific report named.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
B2B sales teams using AI (scoring/demo automation): 15% win rate improvement. Source: Salesforce (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-sales-win-rate-lift-salesforce
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-sales-win-rate-lift-salesforce" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15%</strong> -- win rate improvement for B2B sales teams using AI (scoring/demo automation)<br><small>Source: Salesforce (2024) · <a href="https://lighthousedata.io/data/ai-sales-win-rate-lift-salesforce" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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