B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
12%
12% -- annual revenue loss rate for B2B companies (2025)
Companies lose an average of 12% of potential revenue annually due to poor contact data quality.
- Original primary source study not cited for this specific average
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
12%
Unit
Percentage
Data Vintage
2025
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
bestaiforsales.com
Primary
Tier C
https://bestaiforsales.com/compare/apollo-vs-zoominfo-vs-cognism-2025 ↗
Source Article
Apollo vs ZoomInfo vs Cognism: Data Quality Comparison 2025
Apollo vs ZoomInfo vs Cognism: Data Quality Comparison 2025
The B2B Data Provider Comparison Based on Public Data and User Reviews
Key Finding: Companies lose an average of 12% potential revenue annually due to poor contact data quality.
📊 Executive Summary
Apollo.io
Best value for US startups
Phone…
Original Research
bestaiforsales.com
· Original study ↗
Methodology
Aggregator comparison site citing industry data; original source not identified
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
B2B companies: 12% annual revenue loss rate. Source: bestaiforsales.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/revenue-loss-poor-contact-data-2025
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<blockquote cite="https://lighthousedata.io/data/revenue-loss-poor-contact-data-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12%</strong> -- annual revenue loss rate for B2B companies<br><small>Source: bestaiforsales.com (2025) · <a href="https://lighthousedata.io/data/revenue-loss-poor-contact-data-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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