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

20%

20% -- conversion rate uplift from ai assisted qualification for tech sales companies using AI-assisted qualification (2025)

2025  · Bain & Company

Tech sales companies embedding AI-assisted qualification and disqualification into their process experienced a 20% to 30% uplift in conversion rates.

  • Without increasing pipeline size
  • Includes both AI-assisted qualification and disqualification
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Attribution: Bain & Company View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
20%
Unit
Percentage
Data Vintage
2025
Entity
tech sales companies using AI-assisted qualification
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
Bain & Company Primary Tier C
https://talentuumgroup.com/blog/strategic-patience--a-true-superpower ↗
Confidence: 48/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Strategic Patience: A True Superpower !
Strategic Patience: A True Superpower ! When every decision matters more than every move, the teams that win are those who choose wisely—not just act quickly. According to a recent Forrester study, 92% of enterprise buyers begin their journey with a shortlist of known vendors—often shaped long befor…
Original Research
Bain & Company · Original study ↗

Range 20-30%, midpoint used; attributed to recent Bain studies

Methodology documented
Industrymarketing
Plain Text
tech sales companies using AI-assisted qualification: 20% conversion rate uplift from ai assisted qualification. Source: Bain & Company (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-qualification-conversion-uplift
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<blockquote cite="https://lighthousedata.io/data/ai-qualification-conversion-uplift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- conversion rate uplift from ai assisted qualification for tech sales companies using AI-assisted qualification<br><small>Source: Bain & Company (2025) · <a href="https://lighthousedata.io/data/ai-qualification-conversion-uplift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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