Real ChatGPT answer · index seedE1HU6P7iUegcompleteBeauty and personal care · hair careinformational
How does the scalp microbiome change as we age, and how does dry shampoo accumulation impact overall hair follicle health over time?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the scalp microbiome change as we age, and how does dry shampoo accumulation impact overall hair follicle health over time?
3 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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
scalp microbiome aging sebum microbial diversity review human scalp age Google ↗
dry shampoo scalp buildup hair follicles folliculitis evidence dermatology study Google ↗
hair follicle health scalp microbiome aging review Malassezia sebum Google ↗
- Scalp Microbiome Alterations in Androgenetic Alopecia: Patterns and Emerging Mechanistic Insights · pmc.ncbi.nlm.nih.gov
- The role of the microbiome in scalp hair follicle biology and disease - Polak‐Witka - 2020 - Experimental Dermatology · onlinelibrary.wiley.com
- Dry shampoo: Dermatologists' tips for getting your best results · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
scalp microbiome aging sebum microbial diversity review human scalp age OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
dry shampoo scalp buildup hair follicles folliculitis evidence dermatology study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
hair follicle health scalp microbiome aging review Malassezia sebum OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |