B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
20%
20% -- sales productivity increase for Companies using predictive analytics and AI-driven pipeline monitoring in CRM (2026)
Companies that use predictive analytics and AI-driven pipeline monitoring in their CRM experience an average 20% increase in sales productivity.
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Lighthouse Research Team
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Evidence graded
Value
20%
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
Highspot
Primary
Tier C
https://www.empiraa.com/blog/b2b-sales-pipeline-stalling-fix ↗
Source Article
Why Your B2B Sales Pipeline Keeps Stalling (And What to Do About It)
If you look at your CRM right now and see a column of deals that have barely moved in two or three weeks, you are not alone. A stalling pipeline is one of the most common and most frustrating problems facing B2B sales teams, particularly in small and mid-sized businesses where the cost of a slow pip…
Original Research
Highspot
· Original study ↗
Methodology
Cited by Empiraa as industry research from Highspot; methodology not detailed on this page.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Companies using predictive analytics and AI-driven pipeline monitoring in CRM: 20% sales productivity increase. Source: Highspot (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-pipeline-monitoring-sales-productivity-2026
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<blockquote cite="https://lighthousedata.io/data/ai-pipeline-monitoring-sales-productivity-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- sales productivity increase for Companies using predictive analytics and AI-driven pipeline monitoring in CRM<br><small>Source: Highspot (2026) · <a href="https://lighthousedata.io/data/ai-pipeline-monitoring-sales-productivity-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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