Real ChatGPT answer · index seedyD30wIeTFqQcompleteBeauty and personal care · hair carecommercial

What are the early warning signs of excessive protein overload in high porosity hair, and how quickly can I reverse it with a chelating shampoo?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the early warning signs of excessive protein overload in high porosity hair, and how quickly can I reverse it with a chelating shampoo?
1 real search · 1 real-search pass
hair protein overload symptoms evidence hydrolyzed protein hair shaft cosmetic science chelating shampoo mineral buildup distinctionGoogle ↗
OBSERVEDReason

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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
hair protein overload symptoms evidence hydrolyzed protein hair shaft cosmetic science chelating shampoo mineral buildup distinction Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
hair protein overload symptoms evidence hydrolyzed protein hair shaft cosmetic science chelating shampoo mineral buildup distinction
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1