Real ChatGPT answer · index seed4qrq2YE8nsscompleteBeauty and personal care · fragrancebrand

Which clean beauty perfume brands are having supply chain issues right now because I need reliable wholesale vendors for my new eco-friendly boutique?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which clean beauty perfume brands are having supply chain issues right now because I need reliable wholesale vendors for my new eco-friendly boutique?
2 real searches · 1 real-search pass
clean beauty perfume fragrance brands supply chain issues shortages 2026 wholesale distributor stock delaysGoogle ↗
OBSERVEDReason
clean fragrance brands wholesale stockist distributor trade account fulfillment reliability 2026Google ↗
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 / navigational50%ComparisonConsequenceReason50%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
clean beauty perfume fragrance brands supply chain issues shortages 2026 wholesale distributor stock delays Google ↗
clean fragrance brands wholesale stockist distributor trade account fulfillment reliability 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
clean beauty perfume fragrance brands supply chain issues shortages 2026 wholesale distributor stock delays
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
clean fragrance brands wholesale stockist distributor trade account fulfillment reliability 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1