Contacts

Last refreshed: 2026-06-30
DQ
Data Quality Dashboard
Salesforce CRM — Validator Audit Report
🔍
6 objects 90 validators
Note: Opportunity, Contact, Lead and Campaign Member records are limited to those created on or after Jan 1, 2025. Account, Campaign, Campaign Member Status and Opportunity Contact Role are unfiltered. Counts and validator results reflect this scope.
TOTAL RECORDS
44,694
Contacts object
TOTAL FAILS
138,554
across all validators
VALIDATORS
19
6 passing · 13 failing
AVG FAIL RATE
16.32%
across all validators
OVERALL HEALTH
POOR
Worst: 99.02%
Critical (> 20%) Medium (5 — 20%) Low (< 5%) Pass (0%)
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Critical > 20% 3
Department missingi
99.02% 44,256 / 44,694
Lifecycle stage missingi
96.88% 43,299 / 44,694
IP field missingi
65.79% 29,402 / 44,694
Medium 5 – 20% 4
Organization type missingi
17.82% 7,966 / 44,694
Job title not validi
10.96% 4,897 / 44,694
Latest lead source detail missingi
7.28% 3,254 / 44,694
Latest lead source missingi
6.34% 2,835 / 44,694
Low < 5% 5
Email missing or invalidi
4.6% 2,055 / 44,694
Lead source present but detail missingi
0.94% 420 / 44,694
Country missingi
0.15% 67 / 44,694
AccountId present but country missingi
0.15% 67 / 44,694
Industry missingi
0.08% 35 / 44,694
Pass 0% 7
Id missingi
0.0% 0 / 44,694
AccountId missingi
0.0% 0 / 44,694
Region missingi
0.0% 0 / 44,694
AccountId present but region missingi
0.0% 0 / 44,694
Created date missingi
0.0% 0 / 44,694
Created date in futurei
0.0% 0 / 44,694
Name not validi
0.0% 1 / 44,694