Real ChatGPT answer · index seedIIRl6rrN6uAcompleteBeauty and personal care · salons and spascomparison

What do beauty supply distributors say about stocking Living Proof dry shampoo versus Oribe in 2024?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What do beauty supply distributors say about stocking Living Proof dry shampoo versus Oribe in 2024?
3 real searches · 1 real-search pass
beauty supply distributor advice stocking professional dry shampoo brands Living Proof Oribe 2024Google ↗
OBSERVEDComparison
beauty supply distributors stocking Living Proof dry shampoo versus Oribe 2024 wholesale salon distributor opinionsGoogle ↗
OBSERVEDComparison
Living Proof Perfect Hair Day Advanced Clean Dry Shampoo Oribe Gold Lust Dry Shampoo distributor wholesale salon retail 2024Google ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
beauty supply distributor advice stocking professional dry shampoo brands Living Proof Oribe 2024 Google ↗
beauty supply distributors stocking Living Proof dry shampoo versus Oribe 2024 wholesale salon distributor opinions Google ↗
Living Proof Perfect Hair Day Advanced Clean Dry Shampoo Oribe Gold Lust Dry Shampoo distributor wholesale salon retail 2024 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
beauty supply distributor advice stocking professional dry shampoo brands Living Proof Oribe 2024
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
beauty supply distributors stocking Living Proof dry shampoo versus Oribe 2024 wholesale salon distributor opinions
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Living Proof Perfect Hair Day Advanced Clean Dry Shampoo Oribe Gold Lust Dry Shampoo distributor wholesale salon retail 2024
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1