Real ChatGPT answer · index seedwSCaUE17kjAcompleteAutomotive · car buying processcomparison

is a 2022 kia niro hybrid better than a toyota corolla hybrid for fuel economy and lower maintenance costs over five years

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 2022 kia niro hybrid better than a toyota corolla hybrid for fuel economy and lower maintenance costs over five years
2 real searches · 1 real-search pass
2022 Kia Niro hybrid EPA fuel economy mpg 2022 Toyota Corolla hybrid EPA mpgGoogle ↗
OBSERVED
2022 Kia Niro hybrid vs Toyota Corolla hybrid maintenance repair costs reliability warranty five year ownershipGoogle ↗
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
2022 Kia Niro hybrid EPA fuel economy mpg 2022 Toyota Corolla hybrid EPA mpg Google ↗
2022 Kia Niro hybrid vs Toyota Corolla hybrid maintenance repair costs reliability warranty five year ownership Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2022 Kia Niro hybrid EPA fuel economy mpg 2022 Toyota Corolla hybrid EPA mpg
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2022 Kia Niro hybrid vs Toyota Corolla hybrid maintenance repair costs reliability warranty five year ownership
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1