Real ChatGPT answer · index seedWri9zNBOuHIcompleteHealth and wellness · common conditions and symptomsinformational

How does the WebMD symptom database aggregate its data, and why do simple queries always lead to worst case scenario results?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the WebMD symptom database aggregate its data, and why do simple queries always lead to worst case scenario results?
2 real searches · 1 real-search pass
WebMD symptom checker database how symptoms conditions data sources methodology algorithm symptom checker disclaimerGoogle ↗
OBSERVED
WebMD symptom checker worst case scenario results symptom checker algorithm risk serious conditionsGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
WebMD symptom checker database how symptoms conditions data sources methodology algorithm symptom checker disclaimer Google ↗
WebMD symptom checker worst case scenario results symptom checker algorithm risk serious conditions Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
WebMD symptom checker database how symptoms conditions data sources methodology algorithm symptom checker disclaimer
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
WebMD symptom checker worst case scenario results symptom checker algorithm risk serious conditions
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1