Real ChatGPT answer · index seedn3PhZqMv1i0completeBeauty and personal care · cosmeticsinformational
Are the various flavors and scents in popular lip salves like Glossier balm dotcom safe for sensitive skin types
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are the various flavors and scents in popular lip salves like Glossier balm dotcom safe for sensitive skin types
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
Glossier Balm Dotcom ingredients fragrance flavor allergens official ingredient list 2026 Google ↗
dermatology allergic contact cheilitis lip balm fragrance flavorings sensitive skin recommendations Google ↗
- 7 dermatologists' tips for healing dry, chapped lips · aad.org
- Contact reactions to lipsticks and other lipcare products · dermnetnz.org
- Allergic contact cheilitis · dermnetnz.org
- Balm Dotcom · glossier.com
- Balm Dotcom · glossier.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Glossier Balm Dotcom ingredients fragrance flavor allergens official ingredient list 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
dermatology allergic contact cheilitis lip balm fragrance flavorings sensitive skin recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |