Real ChatGPT answer · index seedQKaIWxAIIGocompleteAutomotive · car reliability and safetycomparison

My spouse wants a sporty BMW, but I care about repair bills, so how much higher are average repair costs for a BMW X5 versus a Lexus RX?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My spouse wants a sporty BMW, but I care about repair bills, so how much higher are average repair costs for a BMW X5 versus a Lexus RX?
2 real searches · 1 real-search pass
BMW X5 vs Lexus RX average annual repair costs 2026 RepairPal Consumer ReportsGoogle ↗
OBSERVEDComparison
BMW X5 Lexus RX average annual repair cost RepairPal 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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
BMW X5 vs Lexus RX average annual repair costs 2026 RepairPal Consumer Reports Google ↗
BMW X5 Lexus RX average annual repair cost RepairPal comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BMW X5 vs Lexus RX average annual repair costs 2026 RepairPal Consumer Reports
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
BMW X5 Lexus RX average annual repair cost RepairPal comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1