Which high porosity hair routine incorporates a chelating shampoo and a heavy butter deep conditioner without causing hygral fatigue in humid weather?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which high porosity hair routine incorporates a chelating shampoo and a heavy butter deep conditioner without causing hygral fatigue in humid weather?
4 real searches · 1 real-search pass
high porosity hair chelating shampoo frequency hard water hair care dermatologist hygral fatigue evidenceGoogle ↗
OBSERVEDReason
hair deep conditioning hygral fatigue scientific evidence hair swelling water damage conditionerGoogle ↗
OBSERVEDReason
humid weather high porosity hair routine anti humidity conditioner protein hair careGoogle ↗
OBSERVEDComparison
hair humidity high porosity glycerin humectants protein deep conditioner butter hair care expertGoogle ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
high porosity hair chelating shampoo frequency hard water hair care dermatologist hygral fatigue evidence Google ↗
hair deep conditioning hygral fatigue scientific evidence hair swelling water damage conditioner Google ↗
humid weather high porosity hair routine anti humidity conditioner protein hair care Google ↗
hair humidity high porosity glycerin humectants protein deep conditioner butter hair care expert Google ↗
- Is Hard Water the Reason for Your Bad Hair Day? · allure.com
- The uptake of water hardness metals by human hair. · pubmed.ncbi.nlm.nih.gov
- An Overview on Hair Porosity · nyscc.org
- High-Porosity Hair: Why Moisture Won’t Stick · matrix.com
- Tips for healthy hair · aad.org
- Shampoo and Conditioners: What a Dermatologist Should Know? · pmc.ncbi.nlm.nih.gov
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
high porosity hair chelating shampoo frequency hard water hair care dermatologist hygral fatigue evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
hair deep conditioning hygral fatigue scientific evidence hair swelling water damage conditioner OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
humid weather high porosity hair routine anti humidity conditioner protein hair care OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
hair humidity high porosity glycerin humectants protein deep conditioner butter hair care expert OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |