Real ChatGPT answer · index seed2SR6O04Ohw8completeHealth and wellness · doctors and providerscommercial
I want to compare the best in-network heart specialists in Houston based on patient satisfaction scores and hospital affiliations.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to compare the best in-network heart specialists in Houston based on patient satisfaction scores and hospital affiliations.
1 real search · 1 real-search pass
Houston TX best cardiologists patient reviews satisfaction hospital affiliations Texas Medical Center 2026Google ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
Houston TX best cardiologists patient reviews satisfaction hospital affiliations Texas Medical Center 2026 Google ↗
- 20 Best Cardiologists Near Houston, TX · healthgrades.com
- Dr. Ahmed Elsherbiny, MD - Cardiologist in Houston, TX · healthgrades.com
- Dr. Mohammed Chamsi-Pasha, MD - Cardiologist in Houston, TX · healthgrades.com
- Dr. Douglas Bree · houstonmethodist.org