B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
31%
31% -- share of sales tasks automatable for Sales and sales operations teams (2026)
According to McKinsey, about 31% of sales and sales operations tasks can be automated with current technology.
Attribution:
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Lighthouse Research Team
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Source verified
Evidence graded
Value
31%
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
McKinsey & Company
Primary
Tier C
https://www.stakki.io/post/sales-automation-startups ↗
Source Article
Stakki Blog: Best Sales Automation for Startups: Tools, Tips, and What to Automate First
Best Sales Automation for Startups: Tools, Tips, and What to Automate First
Discover the best sales automation for startups, including AI tools, practical workflows, and tips to automate without breaking your sales process.
Sales
March 2, 2026
Discover the best sales automation for startups, includi…
Original Research
McKinsey & Company
· Original study ↗
Methodology
Blog cites McKinsey research on sales task automation potential; original McKinsey study not linked or dated, so publication year used as vintage.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Sales and sales operations teams: 31% share of sales tasks automatable. Source: McKinsey & Company (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/mckinsey-sales-task-automation-31pct
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<blockquote cite="https://lighthousedata.io/data/mckinsey-sales-task-automation-31pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>31%</strong> -- share of sales tasks automatable for Sales and sales operations teams<br><small>Source: McKinsey & Company (2026) · <a href="https://lighthousedata.io/data/mckinsey-sales-task-automation-31pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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