Real ChatGPT answer · index seedaUaapkXqNnkcompleteBeauty and personal care · cosmeticsinformational
What dietary changes can help stop brittle fingernails if topical oils and strengtheners have not improved my nail health at all?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What dietary changes can help stop brittle fingernails if topical oils and strengtheners have not improved my nail health at all?
3 real searches · 1 real-search pass
American Academy of Dermatology brittle nails causes nutrition iron deficiency thyroid diet biotin evidenceGoogle ↗
OBSERVEDConsequence
NIH biotin fact sheet deficiency rare evidence brittle nails supplement lab test interferenceGoogle ↗
OBSERVEDReason
NHS brittle nails causes iron deficiency thyroid nail changesGoogle ↗
OBSERVEDReason
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). 2 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
American Academy of Dermatology brittle nails causes nutrition iron deficiency thyroid diet biotin evidence Google ↗
NIH biotin fact sheet deficiency rare evidence brittle nails supplement lab test interference Google ↗
NHS brittle nails causes iron deficiency thyroid nail changes Google ↗
- Biotin · ods.od.nih.gov
- 12 nail changes a dermatologist should examine · aad.org
- Brittle nails: MedlinePlus Medical Encyclopedia Image · medlineplus.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology brittle nails causes nutrition iron deficiency thyroid diet biotin evidence OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
NIH biotin fact sheet deficiency rare evidence brittle nails supplement lab test interference OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHS brittle nails causes iron deficiency thyroid nail changes OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |