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

What causes gel polish lifting specifically at the free edge and what is the cheapest sealer to prevent it?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What causes gel polish lifting specifically at the free edge and what is the cheapest sealer to prevent it?
1 real search · 1 real-search pass
gel polish lifting at free edge causes prevention cap free edge nail flexibility primer bonder top coatGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
gel polish lifting at free edge causes prevention cap free edge nail flexibility primer bonder top coat Google ↗
  1. Shop iGel · igelbeauty.com
  2. Shop Tones · tonesproducts.com
  3. Shop MODELONES · modelones.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
gel polish lifting at free edge causes prevention cap free edge nail flexibility primer bonder top coat
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1