Real ChatGPT answer · index seed8ew6cO9q18wcompleteBeauty and personal care · nail carecomparison

Are OPI nail lacquer formulas safer and less chipping prone than cheaper brands for moms who wash hands constantly?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are OPI nail lacquer formulas safer and less chipping prone than cheaper brands for moms who wash hands constantly?
1 real search · 1 real-search pass
OPI nail lacquer ingredients safety formula comparison Essie Sally Hansen chipping durability hand washing dermatology nail polish ingredientsGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
OPI nail lacquer ingredients safety formula comparison Essie Sally Hansen chipping durability hand washing dermatology nail polish ingredients Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OPI nail lacquer ingredients safety formula comparison Essie Sally Hansen chipping durability hand washing dermatology nail polish ingredients
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1