Real ChatGPT answer · index seedVgd0sr0ozFMcompleteBeauty and personal care · nail carehowto

Are there any specific OPI nail lacquer shades from their latest collection that are notoriously hard to cure under an LED lamp today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any specific OPI nail lacquer shades from their latest collection that are notoriously hard to cure under an LED lamp today?
2 real searches · 1 real-search pass
OPI latest nail lacquer collection 2026 shades official OPIGoogle ↗
OBSERVEDOther / navigational
OPI Nail Lacquer latest collection 2026 official collection shades difference GelColor curing LEDGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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

ChatGPT2 real searches · gpt-6
OPI latest nail lacquer collection 2026 shades official OPI Google ↗
OPI Nail Lacquer latest collection 2026 official collection shades difference GelColor curing LED Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OPI latest nail lacquer collection 2026 shades official OPI
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OPI Nail Lacquer latest collection 2026 official collection shades difference GelColor curing LED
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1