Real ChatGPT answer · index seedRw0bylNleXgcompleteBeauty and personal care · clean beautyinformational
What specific non-comedogenic oils work best for oily acne-prone skin without clogging pores or causing daytime shine?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific non-comedogenic oils work best for oily acne-prone skin without clogging pores or causing daytime shine?
3 real searches · 1 real-search pass
facial oils acne-prone skin comedogenicity evidence squalane jojoba dermatologyGoogle ↗
OBSERVEDConsequence
best facial oils oily acne prone skin jojoba squalane hemp seed rosehip noncomedogenic dermatologist evidenceGoogle ↗
OBSERVEDInstruction
evidence comedogenicity ratings facial oils hemp squalane grapeseed jojoba rosehip sunflower acne prone skin dermatologyGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 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
facial oils acne-prone skin comedogenicity evidence squalane jojoba dermatology Google ↗
best facial oils oily acne prone skin jojoba squalane hemp seed rosehip noncomedogenic dermatologist evidence Google ↗
evidence comedogenicity ratings facial oils hemp squalane grapeseed jojoba rosehip sunflower acne prone skin dermatology Google ↗
- 10 Best Facial Oils for Acne of 2026 (Dermatologist-Reviewed) · us.my-best.com
- 8 Best Face Oils for Dry Skin in 2026, According to Experts · nbcnews.com
- Facial oils · curology.com
- Squalane and Squalene - Monice Fiume, Wilma F. Bergfeld, Donald V. Belsito, Ronald A. Hill, Curtis D. Klaassen, Daniel C. Liebler, James G. Marks, Ronald C. Shank, Thomas J. Slaga, Paul W. Snyder, Bart Heldreth, 2023 · journals.sagepub.com
- Are Face Oils Good for Your Skin? · health.clevelandclinic.org
- How to control oily skin · aad.org
- Moisturizer: Why you may need it if you have acne · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
facial oils acne-prone skin comedogenicity evidence squalane jojoba dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
best facial oils oily acne prone skin jojoba squalane hemp seed rosehip noncomedogenic dermatologist evidence OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
evidence comedogenicity ratings facial oils hemp squalane grapeseed jojoba rosehip sunflower acne prone skin dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |