Real ChatGPT answer · index seedGJNCs4lnWMocompleteAutomotive · car reliability and safetycomparison
What goes into calculating the true total cost of ownership for a luxury European SUV like a Mercedes GLC versus an Infiniti QX50?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What goes into calculating the true total cost of ownership for a luxury European SUV like a Mercedes GLC versus an Infiniti QX50?
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
Mercedes-Benz GLC Infiniti QX50 five year cost to own depreciation maintenance repair insurance fuel comparison methodology Google ↗
Edmunds true cost to own methodology depreciation taxes fees financing insurance fuel maintenance repairs Google ↗
- What is True Cost to Own (TCO)? · help.edmunds.com
- Price: True Cost to Own · developer.edmunds.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Mercedes-Benz GLC Infiniti QX50 five year cost to own depreciation maintenance repair insurance fuel comparison methodology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Edmunds true cost to own methodology depreciation taxes fees financing insurance fuel maintenance repairs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |