Real ChatGPT answer · index seedy6xuKa92lJwcompleteRetail and ecommerce · returns and shipping policiescomparison
Is Sephoras return policy on opened makeup better than Ulta or Walgreens for seniors who frequently buy the wrong shade of lipstick
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Sephoras return policy on opened makeup better than Ulta or Walgreens for seniors who frequently buy the wrong shade of lipstick
3 real searches · 1 real-search pass
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Sephora return policy opened makeup 2026 official returns 30 days Google ↗
Ulta Beauty return policy opened used makeup official 2026 Google ↗
Walgreens return policy cosmetics opened makeup official 2026 Google ↗
- Sephora policy · sephora.com
- Ulta policy · ulta.com
- Walgreens policy · walgreens.com
- Returns · ultabeauly.com
- Returns Help · walgreens.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Sephora return policy opened makeup 2026 official returns 30 days OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Ulta Beauty return policy opened used makeup official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Walgreens return policy cosmetics opened makeup official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |