Is it a terrible financial mistake for a retiree on Social Security to buy a used 2012 BMW 3 Series just to treat myself, or will the maintenance ruin me?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it a terrible financial mistake for a retiree on Social Security to buy a used 2012 BMW 3 Series just to treat myself, or will the maintenance ruin me?
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). 2 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
2012 BMW 3 Series reliability common problems repair costs N20 N52 328i 335i Google ↗
2012 BMW 3 Series maintenance costs annual repair estimates RepairPal Google ↗
- BMW F30 3 Series buyer's guide (2012–2019): problems, years, checks · bimmerbench.com
- 2012 BMW 328i Repair: Service and Maintenance Cost · repairpal.com
- BMW F30 3 Series Common Problems & Repair Costs (2012–2019) · bimmerbench.com
- BMW E90 3 Series Common Problems & Repair Costs (2006–2013) · bimmerbench.com
Queries
2 queries · click a column to sort