Real ChatGPT answer · index seedbjQJZyutT1gcompleteBeauty and personal care · clean beautycomparison
Which aluminum free deodorant brands actually neutralize odor through a full eight hour shift without needing constant reapplication?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which aluminum free deodorant brands actually neutralize odor through a full eight hour shift without needing constant reapplication?
1 real search · 1 real-search pass
best aluminum-free deodorants eight hour odor control independent testing reviews Lume Dove Native Each & Every 2025 2026Google ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
best aluminum-free deodorants eight hour odor control independent testing reviews Lume Dove Native Each & Every 2025 2026 Google ↗
- Shop Native · walmart.com
- Shop Lume · ulta.com
- Shop Native Sensitive · walmart.com
- Dove website · dove.com
- Salt & Stone website · saltandstone.com
- 12 Best Aluminum-Free Deodorants of 2025, Tested & Reviewed · goodhousekeeping.com
- 11 Best Natural Deodorants I Tested for Daily Use (2026) · wired.com
- Battle of the Natural Deodorants: Native vs. Lumē-Which Popular Brand Is Best? · cosmopolitan.com