Are expensive professional cuticle oils actually better than cheap jojoba oil from the grocery store for maintaining a budget manicure?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are expensive professional cuticle oils actually better than cheap jojoba oil from the grocery store for maintaining a budget manicure?
1 real search · 1 real-search pass
jojoba oil cuticle nail hydration evidence professional cuticle oils ingredients comparisonGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
jojoba oil cuticle nail hydration evidence professional cuticle oils ingredients comparison Google ↗
- Chemist's Corner: Cuticle Oil · nailsmag.com
- The Best Cuticle Oils to Prevent Dry, Cracked Skin · self.com
- Cosmeceutical Science in Clinical Practice: Second Edition · trungtamthuoc.com
- The 11 Best Cuticle Oils for Healthy Skin and Nails, Tested · marieclaire.com
- Best Cuticle Oils 2026, Tested and Expert Recommended · today.com