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How accurate are the online quiz tools for finding your Fenty Beauty foundation shade match at home

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How accurate are the online quiz tools for finding your Fenty Beauty foundation shade match at home
2 real searches · 1 real-search pass
Fenty Beauty official foundation shade finder quiz how it works shade match undertone online accuracyGoogle ↗
OBSERVEDReason
Fenty Beauty foundation shade finder reviews inaccurate shade match quiz homeGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Searches and sources

ChatGPT2 real searches · gpt-6
Fenty Beauty official foundation shade finder quiz how it works shade match undertone online accuracy Google ↗
Fenty Beauty foundation shade finder reviews inaccurate shade match quiz home Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fenty Beauty official foundation shade finder quiz how it works shade match undertone online accuracy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Fenty Beauty foundation shade finder reviews inaccurate shade match quiz home
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1