Real ChatGPT answer · index seed3qKyZpCxZpQcompleteBeauty and personal care · cosmeticscommercial

Can you help me find my exact shade match in the Maybelline Fit Me liquid foundation range if I am currently using MAC NC25?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you help me find my exact shade match in the Maybelline Fit Me liquid foundation range if I am currently using MAC NC25?
1 real search · 1 real-search pass
MAC NC25 equivalent Maybelline Fit Me foundation shade matchGoogle ↗
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 NC25 equivalent Maybelline Fit Me foundation shade match Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MAC NC25 equivalent Maybelline Fit Me foundation shade match
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1