Real ChatGPT answer · index seeduygra7MoFV4completeBeauty and personal care · cosmeticscomparison

How does Ulta Beauty's return policy on opened cosmetics compare to Target's policy when trying a new foundation shade?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does Ulta Beauty's return policy on opened cosmetics compare to Target's policy when trying a new foundation shade?
2 real searches · 1 real-search pass
Ulta Beauty official return policy opened cosmetics 60 days foundation shadeGoogle ↗
OBSERVEDOther / navigational
Target official return policy beauty opened cosmetics foundation makeup return policyGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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 Beauty official return policy opened cosmetics 60 days foundation shade Google ↗
Target official return policy beauty opened cosmetics foundation makeup return policy Google ↗
  1. Returns · ultabeauly.com
  2. Returns : Help : Target · target.com
  3. Article : Help : Target · target.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ulta Beauty official return policy opened cosmetics 60 days foundation shade
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Target official return policy beauty opened cosmetics foundation makeup return policy
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1