B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
43%
43% -- data consistency rate for B2B practitioners (2024)
According to Adobe's 2024 B2B study, 43% of B2B practitioners report that their customer data system provides them with consistent data.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
43%
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.
Score breakdown
Extraction
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
82
Sources (6)
Adobe
Primary
Tier A
https://www.apollo.io/insights/how-to-automate-list-segmentation-based-on-lead-behavior-or-attribute… ↗
Source Article
How Do You Automate List Segmentation by Lead Behavior? | Apollo
Your lead lists go stale the moment you build them. A prospect who visited your pricing page twice this week is not the same as one who opened a single email six months ago, yet most B2B teams treat them identically. Learning how to automate list segmentation based on lead behavior or attributes is …
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2026-08-22
Original Research
Adobe
· Original study ↗
Methodology
Adobe's 2024 B2B study
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
B2B practitioners: 43% data consistency rate. Source: Adobe (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/b2b-practitioners-consistent-data-2024
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<blockquote cite="https://lighthousedata.io/data/b2b-practitioners-consistent-data-2024" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>43%</strong> -- data consistency rate for B2B practitioners<br><small>Source: Adobe (2024) · <a href="https://lighthousedata.io/data/b2b-practitioners-consistent-data-2024" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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