Real ChatGPT answer · index seedzHk4doxZ15wcompleteBeauty and personal care · anti-aginginformational
What causes vertical lip lines to get worse as we age, and what daily habits can I change right now to keep them from deepening further?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What causes vertical lip lines to get worse as we age, and what daily habits can I change right now to keep them from deepening further?
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). 1 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 wrinkles prevention sunscreen retinoids smoking skin aging perioral lines Google ↗
perioral wrinkles causes aging collagen estrogen sun exposure dermatology review Google ↗
- 11 ways to reduce premature skin aging · aad.org
- Lip Lines: Vertical Lip Wrinkles, Causes, Filler & other Treatments · my.clevelandclinic.org
- Wrinkle remedies · 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 wrinkles prevention sunscreen retinoids smoking skin aging perioral lines OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
perioral wrinkles causes aging collagen estrogen sun exposure dermatology review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |