Real ChatGPT answer · index seedzOoUuirMvdscompleteAutomotive · car buying processcomparison

Compare the 2020 Honda Civic and 2020 Toyota Corolla in terms of reliability, fuel economy, and insurance costs for a young professional.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the 2020 Honda Civic and 2020 Toyota Corolla in terms of reliability, fuel economy, and insurance costs for a young professional.
3 real searches · 1 real-search pass
2020 Honda Civic vs 2020 Toyota Corolla reliability fuel economy EPA mpg insurance cost average young driverGoogle ↗
OBSERVEDComparison
2020 Honda Civic reliability ratings 2020 Toyota Corolla reliability ratings repairpal J.D. PowerGoogle ↗
OBSERVEDReason
2020 Honda Civic insurance cost vs 2020 Toyota Corolla insurance rates age 25Google ↗
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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2020 Honda Civic vs 2020 Toyota Corolla reliability fuel economy EPA mpg insurance cost average young driver Google ↗
2020 Honda Civic reliability ratings 2020 Toyota Corolla reliability ratings repairpal J.D. Power Google ↗
2020 Honda Civic insurance cost vs 2020 Toyota Corolla insurance rates age 25 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2020 Honda Civic vs 2020 Toyota Corolla reliability fuel economy EPA mpg insurance cost average young driver
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2020 Honda Civic reliability ratings 2020 Toyota Corolla reliability ratings repairpal J.D. Power
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2020 Honda Civic insurance cost vs 2020 Toyota Corolla insurance rates age 25
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1