I keep reading conflicting advice online about whether facial oils help or hurt an oily t-zone, especially for older adults dealing with combination skin.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I keep reading conflicting advice online about whether facial oils help or hurt an oily t-zone, especially for older adults dealing with combination skin.
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
dermatologist facial oils oily skin combination skin older adults skin barrier evidence Google ↗
American Academy Dermatology oily skin moisturizer facial oil noncomedogenic aging skin Google ↗
- Are Face Oils Good for Your Skin? · health.clevelandclinic.org
- Vegetable Butters and Oils as Therapeutically and Cosmetically Active Ingredients for Dermal Use: A Review of Clinical Studies · pmc.ncbi.nlm.nih.gov
- The benefits and challenges of treating skin with natural oils - McMullen - 2024 - International Journal of Cosmetic Science · onlinelibrary.wiley.com
- How to pick the right moisturizer for your skin · aad.org
- How to select anti-aging skin care products · aad.org
- How to control oily skin · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist facial oils oily skin combination skin older adults skin barrier evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology oily skin moisturizer facial oil noncomedogenic aging skin OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |