Real ChatGPT answer · index seedtYUxH4SpIrEcompleteBeauty and personal care · cosmeticscomparison

Are Kylie Cosmetics matte liquid lipsticks suitable for older women or do they make lip lines look much worse?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Kylie Cosmetics matte liquid lipsticks suitable for older women or do they make lip lines look much worse?
1 real search · 1 real-search pass
Kylie Cosmetics Matte Liquid Lipstick formula reviews drying lip lines mature lipsGoogle ↗
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
Kylie Cosmetics Matte Liquid Lipstick formula reviews drying lip lines mature lips Google ↗
  1. Matte Liquid Lipstick · kyliecosmetics.com
  2. Matte Liquid Lipstick · kyliecosmetics.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kylie Cosmetics Matte Liquid Lipstick formula reviews drying lip lines mature lips
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1