Real ChatGPT answer · index seedcYLrlSXtPkkcompleteBeauty and personal care · hair carecommercial

Looking for a comprehensive review of the best anti-frizz serums for curly hair launched this year that perform well in high humidity salon settings.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for a comprehensive review of the best anti-frizz serums for curly hair launched this year that perform well in high humidity salon settings.
1 real search · 1 real-search pass
2026 newly launched anti-frizz serums curly hair high humidity salon professional launchGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
2026 newly launched anti-frizz serums curly hair high humidity salon professional launch
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1