Real ChatGPT answer · index seedniAHMSoG6C0completeBeauty and personal care · cosmeticsinformational

Could you list the top five MAC lipstick best sellers that look good on olive skin tones for my upcoming work events?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Could you list the top five MAC lipstick best sellers that look good on olive skin tones for my upcoming work events?
1 real search · 1 real-search pass
MAC Cosmetics best selling lipstick shades official best sellers 2026; lipstick shades olive skin undertones work appropriate MACGoogle ↗
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
MAC Cosmetics best selling lipstick shades official best sellers 2026; lipstick shades olive skin undertones work appropriate MAC 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 best selling lipstick shades official best sellers 2026; lipstick shades olive skin undertones work appropriate MAC
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1