Real ChatGPT answer · index seed4xTX5CxvZD4completeBeauty and personal care · cosmeticscommercial

Which MAC lipstick shades are currently trending on social media for fall and winter fashion, and where is the best place to buy them online with discounts.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which MAC lipstick shades are currently trending on social media for fall and winter fashion, and where is the best place to buy them online with discounts.
1 real search · 1 real-search pass
MAC lipstick shades trending TikTok Instagram fall winter 2026 social mediaGoogle ↗
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 lipstick shades trending TikTok Instagram fall winter 2026 social media Google ↗
  1. Frost Lipstick Is Back: How to Wear the Y2K Makeup Trend · cosmopolitan.com
  2. The Blurred French Lip Trend for Fall 2026 · harpersbazaar.com
  3. Bold, Pigmented Lipstick Is Trending Again · allure.com
  4. MAC Frost Lipstick Is Back With 10 New Shades · newbeauty.com
  5. Shop online · maccosmetics.com
  6. Shop online · maccosmetics.com
  7. Shop online · maccosmetics.com
  8. Shop online · macys.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MAC lipstick shades trending TikTok Instagram fall winter 2026 social media
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1