Real ChatGPT answer · index seedm4pqhl4MqqEcompleteBeauty and personal care · nail carecommercial

What are the best prep steps and products for preparing nails for gel extensions when dealing with naturally oily nail beds?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best prep steps and products for preparing nails for gel extensions when dealing with naturally oily nail beds?
1 real search · 1 real-search pass
best professional nail prep for oily nail beds gel extensions dehydrator primer manufacturer instructionsGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
best professional nail prep for oily nail beds gel extensions dehydrator primer manufacturer instructions Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best professional nail prep for oily nail beds gel extensions dehydrator primer manufacturer instructions
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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