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

30%

30% -- win rate improvement for AI-augmented sales organizations (2026)

2026  · Bain & Company

AI can boost sellers' win rates by more than 30%.

  • Bain & Company estimate
  • Potential improvement from AI adoption
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Attribution: Bain & Company View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
30%
Unit
Percentage
Data Vintage
2026
Entity
AI-augmented sales organizations
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
Bain & Company Primary Tier B
https://www.visualsp.com/articles/does-visualsp-provide-on-screen-coaching-for-opportunity-creation-… ↗
Confidence: 52/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Does VisualSP provide on-screen coaching for opportunity creation, forecasting, and Copilot tasks in Dynamics? | VisualSP
Does VisualSP provide on-screen coaching for opportunity creation, forecasting, and Copilot tasks in Dynamics? The Direct Answer Yes. VisualSP provides real‑time, on‑screen coaching for opportunity creation, sales forecasting and Copilot‑assisted tasks directly inside Microsoft Dynamics 365. The Dig…
Original Research
Bain & Company · Original study ↗

Bain & Company estimate; AI can boost sellers' win rate by more than 30%

Methodology documented
Industrymarketing
Plain Text
AI-augmented sales organizations: 30% win rate improvement. Source: Bain & Company (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/bain-ai-win-rate-boost-30
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<blockquote cite="https://lighthousedata.io/data/bain-ai-win-rate-boost-30" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- win rate improvement for AI-augmented sales organizations<br><small>Source: Bain & Company (2026) · <a href="https://lighthousedata.io/data/bain-ai-win-rate-boost-30" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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