Real ChatGPT answer · index seednjaKgC8GvBscompleteHealth and wellness · doctors and providerscommercial

Who are the most recommended in-network cardiologists in the Houston Medical Center for a patient with a family history of arrhythmia?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Who are the most recommended in-network cardiologists in the Houston Medical Center for a patient with a family history of arrhythmia?
3 real searches · 1 real-search pass
Houston Texas Medical Center cardiac electrophysiology arrhythmia specialists doctors official profiles insurance acceptedGoogle ↗
OBSERVED
cardiac electrophysiologist arrhythmia cardiologistGoogle ↗
OBSERVED
cardiologist heart rhythm specialistGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Houston Texas Medical Center cardiac electrophysiology arrhythmia specialists doctors official profiles insurance accepted Google ↗
cardiac electrophysiologist arrhythmia cardiologist Google ↗
cardiologist heart rhythm specialist Google ↗
  1. TEXAS MEDICAL CENTER · it.houstonmethodist.org
  2. Dr. Miguel Valderrabano · houstonmethodist.org
  3. Dr. Amish Dave · houstonmethodist.org
  4. Dr. Paul Schurmann · houstonmethodist.org
  5. Anne H. Dougherty, MD · med.uth.edu
  6. UT Physicians EP Heart - Complex Arrhythmia Center · google.com
  7. Naktal S. Hamoud, MD · med.uth.edu

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Houston Texas Medical Center cardiac electrophysiology arrhythmia specialists doctors official profiles insurance accepted
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
cardiac electrophysiologist arrhythmia cardiologist
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
cardiologist heart rhythm specialist
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1