Real ChatGPT answer · index seedL6Gxi1ncNMEcompleteBeauty and personal care · fragrancecommercial

Which niche fragrance houses currently offer the best wholesale margins for small independent beauty retailers in the United States?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which niche fragrance houses currently offer the best wholesale margins for small independent beauty retailers in the United States?
2 real searches · 1 real-search pass
2026 US niche fragrance brands wholesale retailer margins wholesale pricing independent boutique perfume stockist termsGoogle ↗
OBSERVEDOther / navigational
independent fragrance brands wholesale account application retailer terms US niche perfume wholesaleGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
2026 US niche fragrance brands wholesale retailer margins wholesale pricing independent boutique perfume stockist terms Google ↗
independent fragrance brands wholesale account application retailer terms US niche perfume wholesale Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 US niche fragrance brands wholesale retailer margins wholesale pricing independent boutique perfume stockist terms
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
independent fragrance brands wholesale account application retailer terms US niche perfume wholesale
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1