Example record
North Shore Plumbing & Heating
Duluth, Minnesota
BR-2187-NSPHv42Verified126 connected surfaces
Last scored
Today
Publisher connections
42
Marketplace profiles
18
AI surfaces
7
Score breakdown
10 dimensions(01)Strong
96
Accuracy
Are the facts correct?
1 service-area radius out of date
(02)Strong
91
Completeness
Are important business facts present?
4 important fields missing
(03)Strong
94
Verification
How much information has been verified?
Plumbing license unverified
(04)Strong
98
Freshness
How recently has information been checked?
Credential last checked 94 days ago
(05)Strong
89
Authority
How strongly are facts tied to authoritative sources?
2 facts rest on AI inference only
(06)Attention
82
Consistency
Do connected systems agree?
3 conflicting Saturday hours records
(07)Attention
84
Distribution
How broadly is the record represented?
3 publisher nodes missing
(08)Attention
81
AI Readiness
Can AI systems understand the business clearly?
3 services lack structured descriptions
(09)Attention
78
Graph Connectivity
How well is the business connected to relevant entities?
3 important relationships missing
(10)Attention
86
Surface Coverage
Are the right human and machine surfaces present?
14 missing surface opportunities
What should you fix first?
Ranked by impact01HighVerify plumbing licenseVerification+3
02HighResolve 3 conflicting hours recordsConsistency+4
03MediumAdd missing Water Heater Repair descriptionCompleteness+2
04MediumAdd booking informationCompleteness+1
05LowAdd two additional business photosSurface Coverage+0.5
Projected score
87
→96
+9 points · 5 fixes
The business record feedback loop
Measure → improve → measure againBUSINESS RECORD→SCORE→DIAGNOSE→AGENT→IMPROVE→VERIFY→DISTRIBUTE→MEASURE AGAIN→HIGHER SCORE
Measure what matters. Fix what matters. Prove the improvement. See the full loop