Real ChatGPT answer · index seedbnHW9zoxDb8completeBeauty and personal care · nail carebrand

Which non toxic nail polish brands have the best pigment payoff so my technicians do not need four coats?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which non toxic nail polish brands have the best pigment payoff so my technicians do not need four coats?
1 real search · 1 real-search pass
best highly pigmented non-toxic nail polish brands opaque coverage one or two coats salon reviews Zoya Londontown Ella Mila Orly BreathableGoogle ↗
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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best highly pigmented non-toxic nail polish brands opaque coverage one or two coats salon reviews Zoya Londontown Ella Mila Orly Breathable
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1