Real ChatGPT answer · index seeduQM2hnTSBlAcompleteBeauty and personal care · salons and spasinformational

Where can I find a reliable fenty beauty foundation shade match guide since I cannot make it to the mall this week?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Where can I find a reliable fenty beauty foundation shade match guide since I cannot make it to the mall this week?
3 real searches · 1 real-search pass
Fenty Beauty official foundation shade finder online shade match tool Pro Filt'rGoogle ↗
OBSERVEDOther / navigational
Sephora Fenty Beauty foundation virtual try on shade finderGoogle ↗
OBSERVEDOther / navigational
Findation Fenty Beauty foundation shade matching databaseGoogle ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Fenty Beauty official foundation shade finder online shade match tool Pro Filt'r Google ↗
Sephora Fenty Beauty foundation virtual try on shade finder Google ↗
Findation Fenty Beauty foundation shade matching database Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fenty Beauty official foundation shade finder online shade match tool Pro Filt'r
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Sephora Fenty Beauty foundation virtual try on shade finder
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Findation Fenty Beauty foundation shade matching database
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1