Real ChatGPT answer · index seedAcUyoXIekqEcompleteBeauty and personal care · hair carecommercial

What are the hidden costs of getting a keratin smoothing treatment and how long does it actually last on coarse hair?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the hidden costs of getting a keratin smoothing treatment and how long does it actually last on coarse hair?
2 real searches · 1 real-search pass
keratin hair smoothing treatment how long lasts coarse hair aftercare formaldehyde FDA OSHAGoogle ↗
OBSERVEDOther / navigational
keratin treatment cost maintenance shampoo sulfate free color fading hair damage coarse hair salonGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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 how long lasts coarse hair aftercare formaldehyde FDA OSHA Google ↗
keratin treatment cost maintenance shampoo sulfate free color fading hair damage coarse hair salon Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
keratin hair smoothing treatment how long lasts coarse hair aftercare formaldehyde FDA OSHA
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
keratin treatment cost maintenance shampoo sulfate free color fading hair damage coarse hair salon
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1