What sunscreen brands do actual dermatologists swear by for daily anti aging protection that won't pill under makeup and is sold at Sephora today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What sunscreen brands do actual dermatologists swear by for daily anti aging protection that won't pill under makeup and is sold at Sephora today?
2 real searches · 1 real-search pass
Sephora sunscreen dermatologist recommended daily anti aging under makeup no pilling brands 2026Google ↗
OBSERVEDComparison
dermatologists recommend sunscreen daily broad spectrum SPF 30 50 anti aging sunscreen recommendations dermatologist makeup under makeup Supergoop Unseen SephoraGoogle ↗
OBSERVEDComparison
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
Sephora sunscreen dermatologist recommended daily anti aging under makeup no pilling brands 2026 Google ↗
dermatologists recommend sunscreen daily broad spectrum SPF 30 50 anti aging sunscreen recommendations dermatologist makeup under makeup Supergoop Unseen Sephora Google ↗
- You’re Probably Applying Sunscreen Wrong · ak2.aka.eonline.com
- 12 Best Sunscreen for Face, According to Skin Experts & Vogue Editors · vogue.com
- Shop at Sephora · sephora.com
- 7 Best Sunscreens Under Makeup, According to Dermatologists 2026 · glamour.com
- Shop at Sephora · sephora.com
- Shop at Sephora · sephora.com
- Shop at Sephora · sephora.com
- Shop at Sephora · sephora.com
- How to select a sunscreen · aad.org
- How to select anti-aging skin care products · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Sephora sunscreen dermatologist recommended daily anti aging under makeup no pilling brands 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
dermatologists recommend sunscreen daily broad spectrum SPF 30 50 anti aging sunscreen recommendations dermatologist makeup under makeup Supergoop Unseen Sephora OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |