Real ChatGPT answer · index seedfbNxPrxYmN4completeBeauty and personal care · clean beautyinformational

What should I look for on the ingredient label of a zero waste shampoo bar if I have an itchy and sensitive scalp

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What should I look for on the ingredient label of a zero waste shampoo bar if I have an itchy and sensitive scalp
1 real search · 1 real-search pass
dermatologist recommendations sensitive itchy scalp fragrance free shampoo ingredients contact dermatitis shampoo allergens colloidal oatmeal surfactantsGoogle ↗
OBSERVEDConsequence

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 (1)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
dermatologist recommendations sensitive itchy scalp fragrance free shampoo ingredients contact dermatitis shampoo allergens colloidal oatmeal surfactants Google ↗
  1. Hair care for eczema of the scalp · gloshospitals.nhs.uk
  2. OTC Shampoos for Eczema · nea25-frontend-dev-ro604.kinsta.app
  3. Shampoos · dermnetnz.org
  4. How to treat dandruff · aad.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
dermatologist recommendations sensitive itchy scalp fragrance free shampoo ingredients contact dermatitis shampoo allergens colloidal oatmeal surfactants
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1