Looking for a reliable commuter car for my sales team which has lower overall repair costs the Honda Civic or Toyota Corolla
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a reliable commuter car for my sales team which has lower overall repair costs the Honda Civic or Toyota Corolla
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT2 real searches · gpt-6
Honda Civic Toyota Corolla annual repair costs reliability comparison 2025 2026 Google ↗
Toyota Corolla vs Honda Civic maintenance repair costs reliability long term ownership 2025 RepairPal Google ↗
- Toyota Corolla vs. Honda Civic · repairpal.com
- Toyota Corolla Reliability - 2026 Ratings · repairpal.com
- 2026 Toyota Corolla vs. 2026 Honda Civic Comparison · jdpower.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Honda Civic Toyota Corolla annual repair costs reliability comparison 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Toyota Corolla vs Honda Civic maintenance repair costs reliability long term ownership 2025 RepairPal OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |