Compare the certified pre-owned warranty coverage for a 2021 BMW 3 Series against buying a standard used model with a third-party extended warranty.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the certified pre-owned warranty coverage for a 2021 BMW 3 Series against buying a standard used model with a third-party extended warranty.
3 real searches · 1 real-search pass
BMW Certified Pre-Owned warranty coverage 1 year unlimited miles official BMW USA 2026Google ↗
OBSERVEDOther / navigational
BMW 2021 3 Series new vehicle limited warranty 4 years 50000 miles officialGoogle ↗
OBSERVEDOther / navigational
third party extended car warranty coverage exclusions claims repair shop direct payment deductible consumer advice FTCGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
BMW Certified Pre-Owned warranty coverage 1 year unlimited miles official BMW USA 2026 Google ↗
BMW 2021 3 Series new vehicle limited warranty 4 years 50000 miles official Google ↗
third party extended car warranty coverage exclusions claims repair shop direct payment deductible consumer advice FTC Google ↗
- Certified Pre-Owned · faq.bmwusa.com
- bmwusa.com · bmwusa.com
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- CPO Warranty Overview · bmwseattle.com
- BMW Extended Coverage & Protection Products · bmwusa.com
- Extended Warranties and Service Contracts · consumer.ftc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
BMW Certified Pre-Owned warranty coverage 1 year unlimited miles official BMW USA 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
BMW 2021 3 Series new vehicle limited warranty 4 years 50000 miles official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
third party extended car warranty coverage exclusions claims repair shop direct payment deductible consumer advice FTC OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |