Real ChatGPT answer · index seedBCaG8Qxot10completeRetail and ecommerce · returns and shipping policiescomparison

Comparing Sephora and Ulta beauty returns, which retailer has a faster refund processing time frame for online purchases returned via mail by working parents?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing Sephora and Ulta beauty returns, which retailer has a faster refund processing time frame for online purchases returned via mail by working parents?
2 real searches · 1 real-search pass
Sephora online mail return refund processing time refund issued after received official policyGoogle ↗
OBSERVED
Ulta online return by mail refund processing time official policyGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Sephora online mail return refund processing time refund issued after received official policy Google ↗
Ulta online return by mail refund processing time official policy Google ↗
  1. Returns & Exchanges · sephora.com
  2. Ulta Beauty Guest Services · ulta.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Sephora online mail return refund processing time refund issued after received official policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Ulta online return by mail refund processing time official policy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1