Real ChatGPT answer · index seedORNt8VUrxv0completeBeauty and personal care · fragrancecommercial

Which luxury perfume houses offer the most reliable supply chains and low minimum order quantities for small retail business owners?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which luxury perfume houses offer the most reliable supply chains and low minimum order quantities for small retail business owners?
3 real searches · 1 real-search pass
luxury perfume brands wholesale authorized distributor independent retailers low minimum order quantities USAGoogle ↗
OBSERVEDOther / navigational
niche fragrance wholesale distributor independent retailers MOQ United States luxury perfumeGoogle ↗
OBSERVEDOther / navigational
official wholesale trade program fragrance brands retailer application MOQGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigational67%ComparisonConsequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
luxury perfume brands wholesale authorized distributor independent retailers low minimum order quantities USA Google ↗
niche fragrance wholesale distributor independent retailers MOQ United States luxury perfume Google ↗
official wholesale trade program fragrance brands retailer application MOQ Google ↗
  1. ABOUT · europerfumes.com
  2. Europerfumes · europerfumes.com
  3. Amarel Group · amarelgroup.com
  4. DSP Trading Inc | Wholesale Designer Fragrance & Cosmetics, Piscataway NJ · dsptrading.com
  5. NMD Trading Inc. · nmdtradinginc.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
luxury perfume brands wholesale authorized distributor independent retailers low minimum order quantities USA
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
niche fragrance wholesale distributor independent retailers MOQ United States luxury perfume
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
official wholesale trade program fragrance brands retailer application MOQ
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1