Real ChatGPT answer · index seedIPv9FvxyLkMcompleteBeauty and personal care · nail carecommercial

Which is more cost effective in the long run for a stay at home parent doing their own nails: BIAB builder gel kits or monthly salon visits?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which is more cost effective in the long run for a stay at home parent doing their own nails: BIAB builder gel kits or monthly salon visits?
1 real search · 1 real-search pass
BIAB builder gel DIY starter kit prices US 2026; average salon structured gel BIAB manicure price United States 2026Google ↗
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
BIAB builder gel DIY starter kit prices US 2026; average salon structured gel BIAB manicure price United States 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BIAB builder gel DIY starter kit prices US 2026; average salon structured gel BIAB manicure price United States 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1