Real ChatGPT answer · index seedbVs68J5ZsgwcompleteHealth and wellness · telehealthinformational

How do virtual dermatologists prescribe acne medications safely online without doing an in-person skin check first?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do virtual dermatologists prescribe acne medications safely online without doing an in-person skin check first?
3 real searches · 1 real-search pass
teledermatology acne diagnosis photographs limitations prescribing safety guidelines American Academy DermatologyGoogle ↗
OBSERVEDReason
FDA isotretinoin iPLEDGE requirements pregnancy testing monitoring 2026Google ↗
OBSERVEDConsequence
telehealth prescribing standards physical examination dermatology acne medication safetyGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparisonConsequence33%Reason67%DefinitionInstructionYes / no

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
teledermatology acne diagnosis photographs limitations prescribing safety guidelines American Academy Dermatology Google ↗
FDA isotretinoin iPLEDGE requirements pregnancy testing monitoring 2026 Google ↗
telehealth prescribing standards physical examination dermatology acne medication safety Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
teledermatology acne diagnosis photographs limitations prescribing safety guidelines American Academy Dermatology
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FDA isotretinoin iPLEDGE requirements pregnancy testing monitoring 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
telehealth prescribing standards physical examination dermatology acne medication safety
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1