What are the best budget alternatives to expensive dehydrators and primers that still stop gel polish from peeling off within days?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best budget alternatives to expensive dehydrators and primers that still stop gel polish from peeling off within days?
1 real search · 1 real-search pass
gel polish peeling lifting causes nail prep dehydrator primer alcohol curing lamp compatibility dermatology nail safetyGoogle ↗
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 (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
gel polish peeling lifting causes nail prep dehydrator primer alcohol curing lamp compatibility dermatology nail safety Google ↗
- View product · walmart.com
- View product · walmart.com
- View product · ulta.com
- View product · igelbeauty.com
- View product · igelbeauty.com
- Nail Chemistry & Product Knowledge · preppass.org
- Dermatologist Driven Aesthetic Nail Enhancement · pmc.ncbi.nlm.nih.gov
- Adverse Effects of Do-It-Yourself Nail Cosmetics: A Literature Review · pmc.ncbi.nlm.nih.gov
- Artificial nails: Dermatologists' tips for reducing nail damage · aad.org
- Gel manicures: Tips for healthy nails · aad.org
- Nail Care Products · fda.gov