Real ChatGPT answer · index seedXTKUCto6lrYcompleteBeauty and personal care · men's groomingbrand

Are there any emerging consumer complaints regarding recent formula changes in Native deodorant for sensitive skin that might cause irritation during high humidity?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any emerging consumer complaints regarding recent formula changes in Native deodorant for sensitive skin that might cause irritation during high humidity?
1 real search · 1 real-search pass
Native deodorant sensitive formula change irritation complaints 2025 2026 high humidity reviews RedditGoogle ↗
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)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Native deodorant sensitive formula change irritation complaints 2025 2026 high humidity reviews Reddit
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1