Real ChatGPT answer · index seedI6jFThUnDLUcompleteBeauty and personal care · hair careinformational
How do bond building treatments chemically repair broken disulfide bonds inside the cortex of colored hair?
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The searches the AI actually ran for this prompt.
SEED QUERY
How do bond building treatments chemically repair broken disulfide bonds inside the cortex of colored hair?
2 real searches · 1 real-search pass
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)
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
hair fiber disulfide bond damage cysteic acid oxidative bleaching bond building treatments mechanism peer reviewed Google ↗
maleic acid bis-aminopropyl diglycol dimaleate hair disulfide bond repair evidence chemistry Google ↗
- Structural investigation on damaged hair keratin treated with α,β-unsaturated Michael acceptors used as repairing agents · pubmed.ncbi.nlm.nih.gov
- Structural investigation on damaged hair keratin treated with α,β-unsaturated Michael acceptors used as repairing agents · sciencedirect.com
- The physical and chemical disruption of human hair after bleaching - studies by transmission electron microscopy and redox proteomics · pubmed.ncbi.nlm.nih.gov
- Evaluation of Cysteic Acid in Bleached Hair Using Infrared Spectroscopy · jstage.jst.go.jp
- Carbonylation of hair proteins: A robust biomarker of molecular and structural oxidative damage in hair fibres · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
hair fiber disulfide bond damage cysteic acid oxidative bleaching bond building treatments mechanism peer reviewed OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
maleic acid bis-aminopropyl diglycol dimaleate hair disulfide bond repair evidence chemistry OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |