Real ChatGPT answer · index seedrNgdYcWr2F4completeBeauty and personal care · cosmeticscommercial

Which Kylie Cosmetics lip kit colors offer the best long wear performance for wedding makeup clients who need touch up free lips?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which Kylie Cosmetics lip kit colors offer the best long wear performance for wedding makeup clients who need touch up free lips?
1 real search · 1 real-search pass
Kylie Cosmetics Lip Kit long wear review transfer proof wear time best shades wedding makeupGoogle ↗
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

ChatGPT1 real searches · gpt-6
Kylie Cosmetics Lip Kit long wear review transfer proof wear time best shades wedding makeup Google ↗
  1. Matte Lip Kit · kyliecosmetics.com
  2. Matte Lip Kit · kyliecosmetics.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kylie Cosmetics Lip Kit long wear review transfer proof wear time best shades wedding makeup
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1