AI Visibility Audit
Executive summary
Across 16 buyer prompts and 0 AI engines, Harbor Dental Studio scores 0/100 for AI visibility with 0.0% share of voice against its competitor set. Visibility has moved down 71 points since tracking began.
Visibility by engine
| Engine | Visibility | Presence | Share of voice |
|---|
Priority recommendations
You appear in only 0% of AI answers for this buyer query. Publish a dedicated page that answers it directly, add FAQ schema, and list the page in your llms.txt so every engine can ingest it. Re-check after two sweeps. Same playbook applies to 3 more queries: "Which dental clinic do you recommend?", "Top 5 dental clinic options and how do they compar…", "What should I look for when choosing a dental clin…".
Your share slipped from 30.0% to 0.0% since last sweep. Open the prompt table below and start with the queries where your presence fell furthest.
Don't change tracked prompts for a quarter. Trend integrity is what makes next month's report worth more than this one — it's the compounding asset.
Action items
Highest-impact actions first.
You appear in only 0% of AI answers for this buyer query. Publish a dedicated page that answers it directly, add FAQ schema, and list the page in your llms.txt so every engine can ingest it. Re-check after two sweeps. Same playbook applies to 3 more queries: "Which dental clinic do you recommend?", "Top 5 dental clinic options and how do they compar…", "What should I look for when choosing a dental clin…".
Your share slipped from 30.0% to 0.0% since last sweep. Open the prompt table below and start with the queries where your presence fell furthest.
Don't change tracked prompts for a quarter. Trend integrity is what makes next month's report worth more than this one — it's the compounding asset.