Real ChatGPT answer · index seedx9TiyjF1EjscompleteBeauty and personal care · cosmeticscommercial

What are the top selling MAC lipstick shades right now that look good on warm undertones and are suitable for everyday wear at my office job.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top selling MAC lipstick shades right now that look good on warm undertones and are suitable for everyday wear at my office job.
1 real search · 1 real-search pass
MAC Cosmetics bestselling lipstick shades 2026 popular shades Velvet Teddy Whirl Mocha Twig warm undertonesGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
MAC Cosmetics bestselling lipstick shades 2026 popular shades Velvet Teddy Whirl Mocha Twig warm undertones Google ↗
  1. Best-Selling Lipstick Shades| MAC Cosmetics · maccosmetics.com
  2. Lipstick Makeup · maccosmetics.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MAC Cosmetics bestselling lipstick shades 2026 popular shades Velvet Teddy Whirl Mocha Twig warm undertones
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1