Real ChatGPT answer · index seedpEnOANpqsUMcompleteRetail and ecommerce · deals and couponscomparison

Which beauty retailer has a better loyalty program for budget shoppers right now between Ulta and Sephora based on cash back value

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which beauty retailer has a better loyalty program for budget shoppers right now between Ulta and Sephora based on cash back value
1 real search · 1 real-search pass
Ulta Beauty Ultamate Rewards points redemption chart 2026 points dollars Sephora Beauty Insider 500 points $10 current 2026Google ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Ulta Beauty Ultamate Rewards points redemption chart 2026 points dollars Sephora Beauty Insider 500 points $10 current 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ulta Beauty Ultamate Rewards points redemption chart 2026 points dollars Sephora Beauty Insider 500 points $10 current 2026
OBSERVED
Google ↗
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