Real ChatGPT answer · index seedn2AWZXdav2QcompleteAutomotive · car reliability and safetycomparison

Is a used Lexus RX more reliable than a brand new Mazda CX-90 when we need a dependable three-row vehicle for our growing family?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a used Lexus RX more reliable than a brand new Mazda CX-90 when we need a dependable three-row vehicle for our growing family?
2 real searches · 1 real-search pass
Lexus RX reliability used years third row RX L reliability Consumer Reports Mazda CX-90 reliability 2025 2026 recallsGoogle ↗
OBSERVEDReason
Mazda CX-90 reliability problems recalls 2024 2025 Consumer Reports Lexus RX L third row seating reliabilityGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Lexus RX reliability used years third row RX L reliability Consumer Reports Mazda CX-90 reliability 2025 2026 recalls Google ↗
Mazda CX-90 reliability problems recalls 2024 2025 Consumer Reports Lexus RX L third row seating reliability Google ↗
  1. Lexus Cars, & SUVs · consumerreports.org
  2. 2025 Lexus RX Reliability · consumerreports.org
  3. 2025 Mazda CX-90 Reliability · consumerreports.org
  4. 2026 Mazda CX-90 Reliability · consumerreports.org
  5. 2024 Mazda CX-90 Reliability · consumerreports.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lexus RX reliability used years third row RX L reliability Consumer Reports Mazda CX-90 reliability 2025 2026 recalls
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Mazda CX-90 reliability problems recalls 2024 2025 Consumer Reports Lexus RX L third row seating reliability
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1