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

30%

30% -- lead qualification efficiency improvement for organizations using AI for lead generation (2021)

Name: Lead Qualification Efficiency Improvement Statistics
Creator: Lighthouse Intelligence
Published: 2026-09-30

2021 · Marketing Automation Report

Organizations using AI for lead generation reported a 30% improvement in lead qualification efficiency.

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Attribution: Marketing Automation Report View source

Lighthouse Research Team

Last verified: 2026-09-30 · How we verify data →

Source verified Evidence graded

Value

30%

Unit

Percentage

Data Vintage

2021

Entity

organizations using AI for lead generation

Evidence Quality

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

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

Marketing Automation Report Primary Tier C

https://anypost.ai/blog/maximizing-b2b-saas-lead-generation-success ↗

Confidence: 48/100 Vintage: 2021 Channel: Common Crawl

Source Article

Maximizing B2B SaaS Lead Generation Success

Original Research

Marketing Automation Report · Original study ↗

Methodology

Cited from a 2021 Marketing Automation Report

Methodology documented

Segmentation

Industrymarketing

Cite this stat

Plain Text

organizations using AI for lead generation: 30% lead qualification efficiency improvement. Source: Marketing Automation Report (2021). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-lead-qualification-efficiency-30pct

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<blockquote cite="https://lighthousedata.io/data/ai-lead-qualification-efficiency-30pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- lead qualification efficiency improvement for organizations using AI for lead generation<br><small>Source: Marketing Automation Report (2021) · <a href="https://lighthousedata.io/data/ai-lead-qualification-efficiency-30pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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