Leads

DQ
Data Quality Dashboard
Salesforce CRM — Validator Audit Report
🔍
6 objects 83 validators
TOTAL RECORDS
12,256
Leads object
TOTAL FAILS
39,289
across all validators
VALIDATORS
15
4 passing · 11 failing
AVG FAIL RATE
21.37%
across all validators
OVERALL HEALTH
POOR
Worst: 94.42%
Critical (> 20%) Medium (5 — 20%) Low (< 5%) Pass (0%)
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> 20% 5
Lifecycle stage is missingi
94.42% 11,572 / 12,256
Industry missing or invalidi
52.46% 6,430 / 12,256
Country is missingi
52.15% 6,391 / 12,256
Region is missingi
52.09% 6,384 / 12,256
Job title not validi
37.54% 4,601 / 12,256
5 – 20% 3
Organization type is missingi
18.2% 2,230 / 12,256
Lead source is missingi
6.78% 831 / 12,256
Lead source detail is missingi
6.77% 830 / 12,256
< 5% 3
Lifecycle / converted-opp mismatchi
0.15% 18 / 12,256
Lead source / detail mismatchi
0.01% 1 / 12,256
MQL without lead sourcei
0.01% 1 / 12,256
0% 4
Id is missingi
0.0% 0 / 12,256
Created date is missingi
0.0% 0 / 12,256
Created date is in futurei
0.0% 0 / 12,256
Subscriber incorrectly convertedi
0.0% 0 / 12,256