Real ChatGPT answer · index seedjHRYj27YkDIcompleteBeauty and personal care · fragranceinformational
What do beauty bloggers say about the latest Sephora fragrance sample box value compared to similar offerings from Ulta or Amazon?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do beauty bloggers say about the latest Sephora fragrance sample box value compared to similar offerings from Ulta or Amazon?
3 real searches · 1 real-search pass
Sephora latest fragrance sampler set 2026 value review beauty bloggers Ulta Amazon comparisonGoogle ↗
OBSERVEDComparison
Sephora perfume sampler set redeem voucher 2026 Ulta fragrance sampler set reviewGoogle ↗
OBSERVEDReason
Reddit Sephora fragrance sampler vs Ulta perfume sampler Amazon fragrance discovery set valueGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 1 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 latest fragrance sampler set 2026 value review beauty bloggers Ulta Amazon comparison Google ↗
Sephora perfume sampler set redeem voucher 2026 Ulta fragrance sampler set review Google ↗
Reddit Sephora fragrance sampler vs Ulta perfume sampler Amazon fragrance discovery set value Google ↗
- Shop at Sephora · sephora.com
- Sephora favorites perfume sampler price breakdown · reddit.com
- Are the ‘Sephora Favorites’ perfume samplers worth it in your opinion? · reddit.com
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Best Perfume & Fragrance Sampler Sets 2026 · ulta.com
- Ulta vs Sephora for Fragrance: Samples, Sets and Value · price-scout.app
- Best Fragrance Discovery / Sampler Sets of 2026, Reviewer Consensus · verdictai.reviews
- Browse fragrance sampler sets on Amazon · amazon.com
- See this set · sephora.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Sephora latest fragrance sampler set 2026 value review beauty bloggers Ulta Amazon comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Sephora perfume sampler set redeem voucher 2026 Ulta fragrance sampler set review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Reddit Sephora fragrance sampler vs Ulta perfume sampler Amazon fragrance discovery set value OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |