Real ChatGPT answer · index seedA4KvdpvWkmAcompleteBeauty and personal care · clean beautyinformational
How trustworthy is the Yuka app when I am scanning clean beauty products at Target to make sure they are safe for my kids?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How trustworthy is the Yuka app when I am scanning clean beauty products at Target to make sure they are safe for my kids?
3 real searches · 1 real-search pass
Yuka cosmetics scoring methodology ingredient risk limitations scientific evidence cosmetics app independent reviewGoogle ↗
OBSERVEDReason
FDA cosmetics safety children ingredients fragrance allergens cosmetics safety labelingGoogle ↗
OBSERVEDReason
American Academy of Pediatrics children personal care products fragrance skin irritation cosmeticsGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Yuka cosmetics scoring methodology ingredient risk limitations scientific evidence cosmetics app independent review Google ↗
FDA cosmetics safety children ingredients fragrance allergens cosmetics safety labeling Google ↗
American Academy of Pediatrics children personal care products fragrance skin irritation cosmetics Google ↗
- Chemical Exposure from Personal Care Products · aap.org
- Allergens in Cosmetics · fda.gov
- Fragrances in Cosmetics · fda.gov
- How are cosmetic products evaluated? - Yuka · help.yuka.io
- How are penalties calculated in the cosmetic product scores? - Yuka · help.yuka.io
- How is the classification of cosmetic ingredients established? - Yuka · help.yuka.io
- What are Yuka's limitations ? - Yuka · help.yuka.io
- Scanning for Safety: The Promise & Limitations of Consumer Ingredient Screening Apps · acs.org
- Cosmetic safety and ingredient information · fda.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Yuka cosmetics scoring methodology ingredient risk limitations scientific evidence cosmetics app independent review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA cosmetics safety children ingredients fragrance allergens cosmetics safety labeling OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy of Pediatrics children personal care products fragrance skin irritation cosmetics OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |