Real ChatGPT answer · index seedxXHy7HuVqJIcompleteAutomotive · new carscomparison

I am deciding between the Cadillac Lyriq and the Lexus RZ today, which one has a better ride quality over potholes.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I am deciding between the Cadillac Lyriq and the Lexus RZ today, which one has a better ride quality over potholes.
1 real search · 1 real-search pass
2026 Cadillac Lyriq vs 2026 Lexus RZ ride quality potholes suspension wheel tire comparisonGoogle ↗
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
2026 Cadillac Lyriq vs 2026 Lexus RZ ride quality potholes suspension wheel tire comparison Google ↗
  1. 2026 Cadillac Lyriq Road Test Report · consumerreports.org
  2. 2026 Lexus RZ Road Test Report · consumerreports.org
  3. Tested: 2026 Lexus RZ - Full review, price & features · d2km96w3x5blkf.cloudfront.net

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Cadillac Lyriq vs 2026 Lexus RZ ride quality potholes suspension wheel tire comparison
OBSERVED
Google ↗
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