Compare the annual maintenance costs of a used BMW 328i versus a Lexus IS350 after five years of ownership
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the annual maintenance costs of a used BMW 328i versus a Lexus IS350 after five years of ownership
3 real searches · 1 real-search pass
BMW 328i 5 year maintenance repair costs annual used ownership cost RepairPal CarEdgeGoogle ↗
OBSERVED
Lexus IS350 5 year maintenance repair costs annual used ownership cost RepairPal CarEdgeGoogle ↗
OBSERVED
BMW 328i common problems N20 timing chain oil leaks water pump Lexus IS350 common problems reliability maintenance costsGoogle ↗
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
BMW 328i 5 year maintenance repair costs annual used ownership cost RepairPal CarEdge Google ↗
Lexus IS350 5 year maintenance repair costs annual used ownership cost RepairPal CarEdge Google ↗
BMW 328i common problems N20 timing chain oil leaks water pump Lexus IS350 common problems reliability maintenance costs Google ↗
- BMW 328i Reliability - 2026 Ratings · repairpal.com
- Lexus IS350 Reliability - 2026 Ratings · repairpal.com
- BMW N20 Common Problems and Repair Costs · bimmerquote.com
- BMW 328i Common Problems: N20 Timing Chain and More · carfaultfinder.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
BMW 328i 5 year maintenance repair costs annual used ownership cost RepairPal CarEdge OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Lexus IS350 5 year maintenance repair costs annual used ownership cost RepairPal CarEdge OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
BMW 328i common problems N20 timing chain oil leaks water pump Lexus IS350 common problems reliability maintenance costs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |