B
Evidence Grade B
Graded
under review
Safe to Cite
Current
40%
40% -- share of reps citing outdated data as top pain point for B2B sales reps (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2026
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
Unspecified (Data Decay & Degradation: The True Impact on Your Business)
Primary
Tier C
https://www.amplispot.com/blogs/data-driven-outreach-with-intelligent-targeting-in-b2b-saas-sales/ ↗
Source Article
Data-Driven Outreach With Intelligent Targeting In B2B SaaS
Original Research
Unspecified (Data Decay & Degradation: The True Impact on Your Business)
· Original study ↗
Methodology
Cited from data decay analysis; secondary citation
Methodology documented
Segmentation
IndustryB2B
RoleAll marketers
Channelcontent
Cite this stat
Plain Text
B2B sales reps: 40% share of reps citing outdated data as top pain point. Source: Unspecified (Data Decay & Degradation: The True Impact on Your Business) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/outdated-data-sales-rep-pain-40pct
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<blockquote cite="https://lighthousedata.io/data/outdated-data-sales-rep-pain-40pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- share of reps citing outdated data as top pain point for B2B sales reps<br><small>Source: Unspecified (Data Decay & Degradation: The True Impact on Your Business) (2026) · <a href="https://lighthousedata.io/data/outdated-data-sales-rep-pain-40pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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