Real ChatGPT answer · index seedth6Vk0rtgeAcompleteAutomotive · car accessoriescomparison

Comparing the Cougar Motor LED headlight bulbs to the Katana ones, which lasts longer in freezing winter weather during early morning school drop-offs?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing the Cougar Motor LED headlight bulbs to the Katana ones, which lasts longer in freezing winter weather during early morning school drop-offs?
1 real search · 1 real-search pass
Cougar Motor vs Katana LED headlight bulb lifespan cold weather warranty reviewsGoogle ↗
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

ChatGPT1 real searches · gpt-6
Cougar Motor vs Katana LED headlight bulb lifespan cold weather warranty reviews Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Cougar Motor vs Katana LED headlight bulb lifespan cold weather warranty reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1