Real ChatGPT answer · index seed61TGpvYWSIUcompleteBeauty and personal care · nail careinformational

Are five-free or ten-free nail polishes truly safer for people with eczema and severe contact dermatitis?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are five-free or ten-free nail polishes truly safer for people with eczema and severe contact dermatitis?
2 real searches · 1 real-search pass
five-free ten-free nail polish contact dermatitis eczema allergens evidence dermatology nail polish ingredientsGoogle ↗
OBSERVEDYes / no
nail polish allergic contact dermatitis tosylamide formaldehyde resin acrylates fragrance dermatology recommendationsGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / no50%

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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
five-free ten-free nail polish contact dermatitis eczema allergens evidence dermatology nail polish ingredients
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
nail polish allergic contact dermatitis tosylamide formaldehyde resin acrylates fragrance dermatology recommendations
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1