Visibility
Two internets, one record
AI visibility is not traditional search visibility. Assistants read structured facts, provenance and relationships — not page layouts.
Human Visibility
76 / 10076
/ 100
Website94
Local Pages81
Publishers72
Marketplaces74
Reviews88
Offers65
Local Media61
Search Experiences78
Strengths
- Website coverage
- Duluth coverage
- Review profiles
Weaknesses
- Service-area pages
- Publisher reach
- Offer coverage
AI Surface Score
61 / 10061
/ 100
Structured identity84
Service understanding66
Location understanding71
Service-area understanding52
Authority63
Freshness74
Consistency58
Machine-readable facts69
AI-facing surfaces47
Citation opportunities44
Agent-readable context55
AI understands
- Plumbing
- Emergency Plumbing
- Duluth
- Water Heater Installation
Not consistently understood
- Water Heater Repair
- Hermantown service area
- Commercial Plumbing
- Verified credentials
Human Internet
SCORE 78- Website
- Publishers
- Marketplaces
- Reviews
- Offers
- Local Information
- Search
VS
AI Internet
SCORE 61- Structured Entities
- AI Summaries
- Knowledge Graph
- APIs
- Agent Context
- Machine-Readable Surfaces
- AI Search
One business record powers both
The same authoritative facts feed the pages people read and the structured entities machines resolve. Measuring only one side hides half the problem.
PROTOTYPE METRICS · visibility sampling is simulated for this prototype