Real ChatGPT answer · index seedRDTWkizwyjUcompleteBeauty and personal care · cosmeticsbrand

Can someone tell me if Fenty Beauty foundation is actually good for beginners who have no idea how to find their correct shade online without going into a store?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can someone tell me if Fenty Beauty foundation is actually good for beginners who have no idea how to find their correct shade online without going into a store?
1 real search · 1 real-search pass
Fenty Beauty official foundation shade finder Pro Filt'r undertones shade matching online beginnerGoogle ↗
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
Fenty Beauty official foundation shade finder Pro Filt'r undertones shade matching online beginner Google ↗
  1. Shop at Ulta · ulta.com
  2. Shop at Ulta · ulta.com
  3. Shop at Ulta · ulta.com
  4. Try Fenty's official Foundation Shade Finder · fentybeauty.com
  5. Complexion Cheat Sheet | Base Essentials · fentybeauty.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fenty Beauty official foundation shade finder Pro Filt'r undertones shade matching online beginner
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1