Real ChatGPT answer · index seedw31VvxsPCWocompleteBeauty and personal care · salons and spasinformational
What active ingredients should I look for in a clarifying shampoo to remove hard water buildup without stripping my bleach highlights?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What active ingredients should I look for in a clarifying shampoo to remove hard water buildup without stripping my bleach highlights?
1 real search · 1 real-search pass
chelating shampoo hard water hair EDTA phytic acid color treated bleached hair dermatologist cosmetic chemistryGoogle ↗
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)
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
chelating shampoo hard water hair EDTA phytic acid color treated bleached hair dermatologist cosmetic chemistry Google ↗
- Is Hard Water the Reason for Your Bad Hair Day? · allure.com
- Shampoo and Conditioners: What a Dermatologist Should Know? · pmc.ncbi.nlm.nih.gov
- After Years of Hard Water Damage, I Finally Found the Right Shampoo · vogue.com
- Hard water can leave minerals behind in your hair. Do you really need a special shampoo to remove them? · shopping.yahoo.com