Real ChatGPT answer · index seedGtg6IDptB9McompleteBeauty and personal care · salons and spasinformational

Why do salon keratin treatments cost so much and are at-home kits from the beauty supply store a reliable way to save money

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

The searches the AI actually ran for this prompt.

SEED QUERY
Why do salon keratin treatments cost so much and are at-home kits from the beauty supply store a reliable way to save money
2 real searches · 1 real-search pass
at-home keratin hair smoothing treatment formaldehyde safety FDA OSHA hair smoothing products consumerGoogle ↗
OBSERVEDOther / navigational
keratin hair treatment salon cost vs at home kit risks formaldehyde glyoxylic acid evidenceGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
at-home keratin hair smoothing treatment formaldehyde safety FDA OSHA hair smoothing products consumer Google ↗
keratin hair treatment salon cost vs at home kit risks formaldehyde glyoxylic acid evidence Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
at-home keratin hair smoothing treatment formaldehyde safety FDA OSHA hair smoothing products consumer
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
keratin hair treatment salon cost vs at home kit risks formaldehyde glyoxylic acid evidence
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1