Hey ChatGPT I am looking at a used 2018 BMW 3 Series and a used 2019 Audi A4. Which one is going to cost me way more in maintenance over the next three years?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Hey ChatGPT I am looking at a used 2018 BMW 3 Series and a used 2019 Audi A4. Which one is going to cost me way more in maintenance over the next three years?
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). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2018 BMW 3 Series maintenance and repair costs annual RepairPal 2019 Audi A4 maintenance and repair costs annual Google ↗
BMW 3 Series vs Audi A4 10 year maintenance cost CarEdge 2018 2019 Google ↗
- 2018 BMW 3 Series vs 2018 Audi A4: Which One Is More Reliable · autoblog.com
- Audi A4 Maintenance Schedule and Costs · caredge.com
- BMW 3 Series Maintenance Costs, Repair Risks, and Reliability Insights for Owners · autos.yahoo.com
- Audi A4 Repair: Service and Maintenance Cost · repairpal.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2018 BMW 3 Series maintenance and repair costs annual RepairPal 2019 Audi A4 maintenance and repair costs annual OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
BMW 3 Series vs Audi A4 10 year maintenance cost CarEdge 2018 2019 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |