Real ChatGPT answer · index seedQfxYEstGTFocompleteBeauty and personal care · cosmeticscommercial

is it cheaper to buy high end foundation at ulta during their 21 days of beauty or directly from the brand website

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
is it cheaper to buy high end foundation at ulta during their 21 days of beauty or directly from the brand website
2 real searches · 1 real-search pass
Ulta 21 Days of Beauty 2026 foundation 50% off terms brands official sale scheduleGoogle ↗
OBSERVEDOther / navigational
high end foundation brand website promotions first order discount loyalty rewards Ulta 21 Days of Beauty comparisonGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Ulta 21 Days of Beauty 2026 foundation 50% off terms brands official sale schedule Google ↗
high end foundation brand website promotions first order discount loyalty rewards Ulta 21 Days of Beauty comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ulta 21 Days of Beauty 2026 foundation 50% off terms brands official sale schedule
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
high end foundation brand website promotions first order discount loyalty rewards Ulta 21 Days of Beauty comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1