Real ChatGPT answer · index seed1QLGiPaaEHMcompleteBeauty and personal care · clean beautyinformational

What dietary and topical holistic protocols do naturopaths recommend for treating stubborn hormonal adult acne from the inside out?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What dietary and topical holistic protocols do naturopaths recommend for treating stubborn hormonal adult acne from the inside out?
2 real searches · 1 real-search pass
adult hormonal acne evidence diet low glycemic dairy whey protein American Academy Dermatology guidelines acne supplements zinc spearmint evidenceGoogle ↗
OBSERVEDReason
acne clinical guidelines topical retinoids benzoyl peroxide azelaic acid hormonal acne spironolactone adult women AADGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
adult hormonal acne evidence diet low glycemic dairy whey protein American Academy Dermatology guidelines acne supplements zinc spearmint evidence Google ↗
acne clinical guidelines topical retinoids benzoyl peroxide azelaic acid hormonal acne spironolactone adult women AAD Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
adult hormonal acne evidence diet low glycemic dairy whey protein American Academy Dermatology guidelines acne supplements zinc spearmint evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
acne clinical guidelines topical retinoids benzoyl peroxide azelaic acid hormonal acne spironolactone adult women AAD
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1