Real ChatGPT answer · index seedNR7Bib9rBjocompleteAutomotive · car reliability and safetyinformational

What are the average annual maintenance and repair costs for a used BMW 5 Series compared to a Lexus ES, keeping in mind I only make fifty grand a year?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the average annual maintenance and repair costs for a used BMW 5 Series compared to a Lexus ES, keeping in mind I only make fifty grand a year?
2 real searches · 1 real-search pass
BMW 5 Series average annual maintenance repair cost RepairPal Lexus ES annual maintenance cost comparisonGoogle ↗
OBSERVED
CarEdge BMW 5 Series maintenance costs 10 year Lexus ES maintenance costs 10 yearGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
BMW 5 Series average annual maintenance repair cost RepairPal Lexus ES annual maintenance cost comparison Google ↗
CarEdge BMW 5 Series maintenance costs 10 year Lexus ES maintenance costs 10 year Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
BMW 5 Series average annual maintenance repair cost RepairPal Lexus ES annual maintenance cost comparison
OBSERVED
Google ↗
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CarEdge BMW 5 Series maintenance costs 10 year Lexus ES maintenance costs 10 year
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1