B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
1%
1% -- manual data entry error rate for manual CRM data entry (2026)
Manual data entry error rates average between 1% and 4% per field.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
1%
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
Outport AI
Primary
Tier C
https://www.outport.ai/blog/enterprise-process-automation-guide-revenue-ops ↗
Source Article
Enterprise Process Automation: A Practical Guide for Revenue and Ops Teams
Enterprise Process Automation: A Practical Guide for Revenue and Ops Teams
Learn how to scope, implement, and measure enterprise process automation across GTM and RevOps stacks. Concrete steps, real KPIs, no hype.
Enterprise process automation links workflows across departments, systems, and teams t…
Original Research
Outport AI
· Original study ↗
Methodology
Range 1-4%, midpoint used; cited by Outport AI
Methodology documented
Segmentation
IndustryB2B
Company SizeEnterprise
RoleAll marketers
Channelcontent
Cite this stat
Plain Text
manual CRM data entry: 1% manual data entry error rate. Source: Outport AI (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/manual-data-entry-error-rate
HTML Embed
<blockquote cite="https://lighthousedata.io/data/manual-data-entry-error-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>1%</strong> -- manual data entry error rate for manual CRM data entry<br><small>Source: Outport AI (2026) · <a href="https://lighthousedata.io/data/manual-data-entry-error-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Related Statistics
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.