Real ChatGPT answer · index seedcdsnDcZRbV4completeBeauty and personal care · cosmeticscommercial

Need advice on whether to buy Nars creamy concealer shades in bulk for my makeup studio or stick to testing individual samples first.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Need advice on whether to buy Nars creamy concealer shades in bulk for my makeup studio or stick to testing individual samples first.
1 real search · 1 real-search pass
NARS Radiant Creamy Concealer shade range formula shelf life batch expiration wholesale professional makeup studioGoogle ↗
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
NARS Radiant Creamy Concealer shade range formula shelf life batch expiration wholesale professional makeup studio Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NARS Radiant Creamy Concealer shade range formula shelf life batch expiration wholesale professional makeup studio
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1