What are the cheapest new cars to maintain over a five-year period for someone on a strict budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the cheapest new cars to maintain over a five-year period for someone on a strict budget.
1 real search · 1 real-search pass
2026 cheapest cars to maintain five year maintenance costs Toyota Corolla Honda Civic Hyundai Elantra Prius reliability maintenance estimatesGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
2026 cheapest cars to maintain five year maintenance costs Toyota Corolla Honda Civic Hyundai Elantra Prius reliability maintenance estimates Google ↗
- 2026 Toyota Corolla: True Cost to Own · edmunds.com
- 2026 Honda Civic: True Cost to Own · edmunds.com