Real ChatGPT answer · index seedEL1ZI7CXGNUcompleteBeauty and personal care · nail carecomparison

Is it cheaper in the long run to buy Sally Hansen Hard as Nails or invest in a proper strengthening base coat for peeling nails?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it cheaper in the long run to buy Sally Hansen Hard as Nails or invest in a proper strengthening base coat for peeling nails?
1 real search · 1 real-search pass
Sally Hansen Hard as Nails vs strengthening base coat peeling nails ingredients price recommendationsGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
Sally Hansen Hard as Nails vs strengthening base coat peeling nails ingredients price recommendations Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sally Hansen Hard as Nails vs strengthening base coat peeling nails ingredients price recommendations
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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