Real ChatGPT answer · index seedlGEgweDTbwkcompleteBeauty and personal care · fragrancecommercial

Could you compare the current market popularity of Le Labo versus Byredo for a small boutique fragrance shop wanting to stock trending niche brands?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Could you compare the current market popularity of Le Labo versus Byredo for a small boutique fragrance shop wanting to stock trending niche brands?
2 real searches · 1 real-search pass
Le Labo vs Byredo 2026 fragrance brand popularity sales growth market trends retailer demandGoogle ↗
OBSERVEDComparison
Le Labo popularity 2025 2026 Santal 33 fragrance trend Byredo Gypsy Water Blanche demandGoogle ↗
OBSERVEDReason

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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / 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
Le Labo vs Byredo 2026 fragrance brand popularity sales growth market trends retailer demand Google ↗
Le Labo popularity 2025 2026 Santal 33 fragrance trend Byredo Gypsy Water Blanche demand Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Le Labo vs Byredo 2026 fragrance brand popularity sales growth market trends retailer demand
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Le Labo popularity 2025 2026 Santal 33 fragrance trend Byredo Gypsy Water Blanche demand
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1