Real ChatGPT answer · index seed3eoQukuN10ocompleteTravel and hospitality · destinationscommercial

What are the absolute best budget hiking boots for beginners under one hundred dollars that will hold up on rocky trails?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the absolute best budget hiking boots for beginners under one hundred dollars that will hold up on rocky trails?
1 real search · 1 real-search pass
best hiking boots under $100 rocky trails durability beginner 2026 reviews budget hiking bootsGoogle ↗
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).

Searches and sources

ChatGPT1 real searches · gpt-6
best hiking boots under $100 rocky trails durability beginner 2026 reviews budget hiking boots Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best hiking boots under $100 rocky trails durability beginner 2026 reviews budget hiking boots
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1