Real ChatGPT answer · index seedaJj4wuzBlLscompleteBeauty and personal care · anti-aginginformational
Where can I find independent dermatologist reviews on the newest neck firming creams released this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find independent dermatologist reviews on the newest neck firming creams released this year?
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
2026 newest neck firming creams dermatologist reviewed independent reviews new launches Google ↗
2026 new neck firming creams launches dermatologist reviews independent testing Google ↗
- Visit the AAD · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 newest neck firming creams dermatologist reviewed independent reviews new launches OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 new neck firming creams launches dermatologist reviews independent testing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |