Real ChatGPT answer · index seedOsD5IADl4uscompleteBeauty and personal care · nail carecomparison

Are there any peer reviewed studies showing that jojoba oil, the main ingredient in CND Solar Oil, actually increases nail flexibility and reduces breakage?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are there any peer reviewed studies showing that jojoba oil, the main ingredient in CND Solar Oil, actually increases nail flexibility and reduces breakage?
3 real searches · 1 real-search pass
peer reviewed study jojoba oil nail plate flexibility brittleness nail breakage topical oil nail hydration studyGoogle ↗
OBSERVEDReason
nail plate flexibility oil treatment jojoba oil study clinical trial brittle nailsGoogle ↗
OBSERVEDReason
CND SolarOil jojoba oil ingredients evidence nail flexibility studyGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
peer reviewed study jojoba oil nail plate flexibility brittleness nail breakage topical oil nail hydration study Google ↗
nail plate flexibility oil treatment jojoba oil study clinical trial brittle nails Google ↗
CND SolarOil jojoba oil ingredients evidence nail flexibility study Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
peer reviewed study jojoba oil nail plate flexibility brittleness nail breakage topical oil nail hydration study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
nail plate flexibility oil treatment jojoba oil study clinical trial brittle nails
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
CND SolarOil jojoba oil ingredients evidence nail flexibility study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1