Find me a top-rated periodontist in Houston who provides advanced preventive care consultations for high caries risk patients this week.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Find me a top-rated periodontist in Houston who provides advanced preventive care consultations for high caries risk patients this week.
3 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Houston TX periodontist high caries risk preventive care consultation appointments this week November 2026 Google ↗
top-rated periodontists Google ↗
periodontist advanced preventive dental care high caries risk consultation Google ↗
- Dr. Sarosh Dastoor, DMD, MS, Houston, TX · zocdoc.com
- Precision Periodontics and Implant Dentistry, P.C. · zocdoc.com
- Best Periodontists in Houston, Texas (2026) · myspecialtydentist.com
- Periodontist In Houston,TX · texasperiodontal.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Houston TX periodontist high caries risk preventive care consultation appointments this week November 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
top-rated periodontists OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
periodontist advanced preventive dental care high caries risk consultation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |