Real ChatGPT answer · index seedARgru9rPHVMcompleteBeauty and personal care · hair carecommercial

What do beauty forum reviewers say is the absolute best heat protectant spray for blow drying fine hair straight with a round brush

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do beauty forum reviewers say is the absolute best heat protectant spray for blow drying fine hair straight with a round brush
1 real search · 1 real-search pass
beauty forum Reddit best heat protectant spray fine fine hair blow dry round brush lightweight reviewsGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
beauty forum Reddit best heat protectant spray fine fine hair blow dry round brush lightweight reviews
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1