B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
$1
$1 -- data record cost by stage for sales/CRM data records (2026)
Under the 1-10-100 Rule in data management literature, verifying a data record at the point of entry costs $1 per record.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
$1
Unit
Currency Usd
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
bitscale.ai
Primary
Tier C
https://bitscale.ai/blogs/sales-data-quality ↗
Source Article
Sales Data Quality: Best Practices for Revenue Teams
Original Research
bitscale.ai
· Original study ↗
Methodology
1-10-100 Rule widely cited in data management literature; $1 verify / $10 cleanse / $100 do-nothing per record
Methodology documented
Segmentation
IndustryB2B
RoleAll marketers
Channelcontent
Cite this stat
Plain Text
sales/CRM data records: $1 data record cost by stage. Source: bitscale.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/1-10-100-rule-data-quality-costs
HTML Embed
<blockquote cite="https://lighthousedata.io/data/1-10-100-rule-data-quality-costs" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$1</strong> -- data record cost by stage for sales/CRM data records<br><small>Source: bitscale.ai (2026) · <a href="https://lighthousedata.io/data/1-10-100-rule-data-quality-costs" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.