Real ChatGPT answer · index seedvuONAx1dgxccompleteAutomotive · car buying processcomparison

Are Audi maintenance costs significantly worse than Lexus repair bills for models that are five years old?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Audi maintenance costs significantly worse than Lexus repair bills for models that are five years old?
2 real searches · 1 real-search pass
Audi vs Lexus maintenance and repair costs annual average RepairPal brand reliability cost comparison 5 year old carsGoogle ↗
OBSERVED
2021 Audi maintenance repair costs vs 2021 Lexus reliability common repairs five years oldGoogle ↗
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
Audi vs Lexus maintenance and repair costs annual average RepairPal brand reliability cost comparison 5 year old cars Google ↗
2021 Audi maintenance repair costs vs 2021 Lexus reliability common repairs five years old Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Audi vs Lexus maintenance and repair costs annual average RepairPal brand reliability cost comparison 5 year old cars
OBSERVED
Google ↗
AI Mode ↗
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of 1
2021 Audi maintenance repair costs vs 2021 Lexus reliability common repairs five years old
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1