Real ChatGPT answer · index seeds2IFmf3T3hccompleteBeauty and personal care · hair carehowto

Why is the typical cost of keratin treatments so high and do they actually last on gray hair that resists chemical smoothing?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Why is the typical cost of keratin treatments so high and do they actually last on gray hair that resists chemical smoothing?
2 real searches · 1 real-search pass
keratin hair smoothing treatment gray white hair resistant coarse hair evidence duration formaldehyde FDA salonGoogle ↗
OBSERVEDReason
keratin hair treatment cost average salon price 2025 2026Google ↗
OBSERVEDShort fact

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 fact50%Other / navigationalComparisonConsequenceReason50%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
keratin hair smoothing treatment gray white hair resistant coarse hair evidence duration formaldehyde FDA salon Google ↗
keratin hair treatment cost average salon price 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
keratin hair smoothing treatment gray white hair resistant coarse hair evidence duration formaldehyde FDA salon
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
keratin hair treatment cost average salon price 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1