Real ChatGPT answer · index seedkQfRcAyIn2McompleteBeauty and personal care · nail careinformational
How can I tell if a nail polish brand is truly non-toxic when the labels use confusing marketing terms like 5-free or 10-free?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I tell if a nail polish brand is truly non-toxic when the labels use confusing marketing terms like 5-free or 10-free?
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
FDA nail products cosmetics nail polish formaldehyde toluene phthalates ingredient labeling safety FDA Google ↗
California nail polish ingredient disclosure 10-free marketing claims nail polish safety ingredient list Google ↗
- Phthalate and Organophosphate Plasticizers in Nail Polish: Evaluation of Labels and Ingredients · pmc.ncbi.nlm.nih.gov
- Phthalate and Organophosphate Plasticizers in Nail Polish: Evaluation of Labels and Ingredients | Environmental Science & Technology · pubs.acs.org
- Nail Care Products · fda.gov
- Summary of Cosmetics Labeling Requirements · fda.gov
- Cosmetic Products · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FDA nail products cosmetics nail polish formaldehyde toluene phthalates ingredient labeling safety FDA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California nail polish ingredient disclosure 10-free marketing claims nail polish safety ingredient list OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |