Real ChatGPT answer · index seedfU9HdqPEL2ccompleteBeauty and personal care · nail carecomparison

Compare the OPI Infinite Shine system with standard gel polish to see which is more cost effective for my mobile nail business.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the OPI Infinite Shine system with standard gel polish to see which is more cost effective for my mobile nail business.
2 real searches · 1 real-search pass
OPI Infinite Shine system application wear time official OPI gel polish comparison; professional gel polish service cost supplies lamp curing time mobile nail businessGoogle ↗
OBSERVEDComparison
site:opi.com Infinite Shine up to 11 days no lamp three step system GelColor cure LED lamp wear time official OPIGoogle ↗
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 / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
OPI Infinite Shine system application wear time official OPI gel polish comparison; professional gel polish service cost supplies lamp curing time mobile nail business Google ↗
site:opi.com Infinite Shine up to 11 days no lamp three step system GelColor cure LED lamp wear time official OPI Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OPI Infinite Shine system application wear time official OPI gel polish comparison; professional gel polish service cost supplies lamp curing time mobile nail business
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
site:opi.com Infinite Shine up to 11 days no lamp three step system GelColor cure LED lamp wear time official OPI
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1