How can a college student on a tight budget prevent premature skin aging daily without spending a fortune on luxury dermatologist brands
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can a college student on a tight budget prevent premature skin aging daily without spending a fortune on luxury dermatologist brands
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
American Academy of Dermatology prevent premature skin aging sunscreen moisturizer retinoid recommendations Google ↗
FDA sunscreen broad spectrum SPF 30 reapply every two hours skin cancer prevention Google ↗
- How to select anti-aging skin care products · aad.org
- Anti-aging skin care · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology prevent premature skin aging sunscreen moisturizer retinoid recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA sunscreen broad spectrum SPF 30 reapply every two hours skin cancer prevention OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |