Real ChatGPT answer · index seedsgEXL8hxz6IcompleteBeauty and personal care · fragrancecomparison

What are the best winter gourmand perfumes on the market right now that will actually sell well to gift shoppers in my local store.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best winter gourmand perfumes on the market right now that will actually sell well to gift shoppers in my local store.
1 real search · 1 real-search pass
2026 holiday fragrance trends best selling gourmand perfumes gift shoppers vanilla caramel perfume gift setsGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 holiday fragrance trends best selling gourmand perfumes gift shoppers vanilla caramel perfume gift sets Google ↗
  1. This Fall’s Top Fragrance Trends Are All Grown-Up · allure.com
  2. Spate 2026 Fragrance Trends Report · storage.googleapis.com
  3. View product · ulta.com
  4. View product · ulta.com
  5. View product · sephora.com
  6. View product · ulta.com
  7. View product · sephora.com
  8. View product · nordstrom.com
  9. Product details · sephora.com
  10. Product details · ulta.com
  11. Product details · sephora.com
  12. Product details · sephora.com
  13. Product details · nordstrom.com
  14. Product details · ulta.com
  15. 2025 Holiday Fragrance Trends & Gift Sales · circana.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 holiday fragrance trends best selling gourmand perfumes gift shoppers vanilla caramel perfume gift sets
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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