Which used commuter cars from the two thousand tens have the fewest transmission failures and lowest overall cost of ownership?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which used commuter cars from the two thousand tens have the fewest transmission failures and lowest overall cost of ownership?
3 real searches · 1 real-search pass
most reliable used cars 2010-2019 transmission problems Toyota Corolla Mazda3 Honda Civic Consumer Reports CarComplaintsGoogle ↗
OBSERVED
2010s used car total cost of ownership Toyota Corolla Honda Fit Mazda3 Prius 10 year cost maintenance repair reliabilityGoogle ↗
OBSERVED
used car transmission reliability years to avoid 2010 2019 Corolla Civic Mazda3 automatic CVTGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
most reliable used cars 2010-2019 transmission problems Toyota Corolla Mazda3 Honda Civic Consumer Reports CarComplaints Google ↗
2010s used car total cost of ownership Toyota Corolla Honda Fit Mazda3 Prius 10 year cost maintenance repair reliability Google ↗
used car transmission reliability years to avoid 2010 2019 Corolla Civic Mazda3 automatic CVT Google ↗
- Comprehensive Total Cost of Ownership Quantification for Vehicles with Different Size Classes and Powertrains · afdc.energy.gov
- Least and Most Expensive Cars to Keep on the Road · consumerreports.org
- Cars Most Likely to Need a Transmission Replacement · consumerreports.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
most reliable used cars 2010-2019 transmission problems Toyota Corolla Mazda3 Honda Civic Consumer Reports CarComplaints OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2010s used car total cost of ownership Toyota Corolla Honda Fit Mazda3 Prius 10 year cost maintenance repair reliability OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
used car transmission reliability years to avoid 2010 2019 Corolla Civic Mazda3 automatic CVT OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |