Real ChatGPT answer · index seeds4iUpexI188completeBeauty and personal care · fragranceinformational
My customers keep asking for the best winter gourmand perfumes currently trending on social media. What should I buy?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My customers keep asking for the best winter gourmand perfumes currently trending on social media. What should I buy?
1 real search · 1 real-search pass
TikTok trending gourmand perfumes winter 2026 vanilla caramel fragrance social mediaGoogle ↗
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 (1)
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
TikTok trending gourmand perfumes winter 2026 vanilla caramel fragrance social media Google ↗
- Shop Vanilla 28 · sephora.com
- Shop Crumb Couture · ulta.com
- Shop Cherry Ambition · sephora.com
- Shop Chai Épicé · ulta.com
- Shop Queens Caramel · sephora.com
- Shop Midnight Espresso · sephora.com
- Shop Vanilla Freak · ulta.com
- Best Vanilla Perfumes on TikTok: Most-Mentioned (Sep 2026) · syncly.app
- Fragrance Trends on TikTok & Reels: Sep 2026 Social Index · syncly.app
- 2026 Fragrance Trends Report · spate.nyc
- Fragrance Still Rules Beauty's Digital Conversation. Here's What's Trending. · beautyindependent.com
- Spate 2026 Fragrance Trends Report · storage.googleapis.com