Real ChatGPT answer · index seedX3OYIYJ4ILkcompleteBeauty and personal care · cosmeticslocal

Where can I schedule a patch test for new dermatologist recommended anti aging creams at a dermatology clinic on the west side of Cleveland?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where can I schedule a patch test for new dermatologist recommended anti aging creams at a dermatology clinic on the west side of Cleveland?
4 real searches · 1 real-search pass
Cleveland Ohio west side dermatology clinics patch testing contact dermatitis patch test appointmentGoogle ↗
OBSERVEDComparison
dermatology clinic patch testingGoogle ↗
OBSERVEDConsequence
contact dermatitis patch testingGoogle ↗
OBSERVEDComparison
medical dermatology west side ClevelandGoogle ↗
OBSERVEDComparison

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 (4)
Short factOther / navigationalComparison75%Consequence25%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Cleveland Ohio west side dermatology clinics patch testing contact dermatitis patch test appointment Google ↗
dermatology clinic patch testing Google ↗
contact dermatitis patch testing Google ↗
medical dermatology west side Cleveland Google ↗
  1. John Anthony, MD · my.clevelandclinic.org
  2. Find a Provider · contactderm.org
  3. Patch Testing for Skin Allergies: Procedure & Results · prod.mycc.clevelandclinic.org
  4. Find a Provider · contactderm.org

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Cleveland Ohio west side dermatology clinics patch testing contact dermatitis patch test appointment
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
dermatology clinic patch testing
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
contact dermatitis patch testing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
medical dermatology west side Cleveland
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1