Which vegan hair dye brands are currently stocked at major US retailers that are completely free of PPD and other common scalp irritants?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which vegan hair dye brands are currently stocked at major US retailers that are completely free of PPD and other common scalp irritants?
1 real search · 1 real-search pass
2026 vegan hair dye PPD-free major US retailers ingredients scalp irritants Arctic Fox Manic Panic Good Dye Young Lime Crime Ulta Target Sally BeautyGoogle ↗
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
2026 vegan hair dye PPD-free major US retailers ingredients scalp irritants Arctic Fox Manic Panic Good Dye Young Lime Crime Ulta Target Sally Beauty Google ↗
- Contact Allergens in "PPD-Free" Hair Dyes · contactderm.org
- Contact Allergens in “PPD-Free” Hair Dyes · journals.sagepub.com