Real ChatGPT answer · index seedR8iF938JbmocompleteSports and outdoors · water sportsinformational

What is the aerodynamic drag difference between J style kayak cradles and flat saddle mounts when securing a kayak to a roof rack on long road trips?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the aerodynamic drag difference between J style kayak cradles and flat saddle mounts when securing a kayak to a roof rack on long road trips?
1 real search · 1 real-search pass
aerodynamic drag kayak roof rack J cradle vs saddle mount fuel economy wind tunnelGoogle ↗
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

ChatGPT1 real searches · gpt-6
aerodynamic drag kayak roof rack J cradle vs saddle mount fuel economy wind tunnel Google ↗
  1. Fuel consumption impacts of auto roof racks · sciencedirect.com
  2. Chen and Meier · osti.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
aerodynamic drag kayak roof rack J cradle vs saddle mount fuel economy wind tunnel
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1