Real ChatGPT answer · index seed0wZufextMMQcompleteAutomotive · car reliability and safetybrand

Which German luxury brands offer the most comprehensive certified preowned bumper-to-bumper warranty extension plans for vehicles purchased out of state?

ChatGPTgpt-65 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which German luxury brands offer the most comprehensive certified preowned bumper-to-bumper warranty extension plans for vehicles purchased out of state?
5 real searches · 1 real-search pass
2026 certified pre-owned warranty BMW Mercedes-Benz Audi Porsche coverage term unlimited miles out of state transfer USGoogle ↗
OBSERVED
BMW CPO limited warranty 1 year unlimited miles official terms 2026Google ↗
OBSERVED
Mercedes-Benz certified pre-owned warranty 1 year unlimited miles official coverage 2026Google ↗
OBSERVED
Audi certified pre-owned limited warranty 1 year 20,000 miles official 2026Google ↗
OBSERVED
Porsche approved certified pre-owned warranty 2 years unlimited miles official 2026Google ↗
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 5 queries…

Searches and sources

ChatGPT5 real searches · gpt-6
2026 certified pre-owned warranty BMW Mercedes-Benz Audi Porsche coverage term unlimited miles out of state transfer US Google ↗
BMW CPO limited warranty 1 year unlimited miles official terms 2026 Google ↗
Mercedes-Benz certified pre-owned warranty 1 year unlimited miles official coverage 2026 Google ↗
Audi certified pre-owned limited warranty 1 year 20,000 miles official 2026 Google ↗
Porsche approved certified pre-owned warranty 2 years unlimited miles official 2026 Google ↗

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 certified pre-owned warranty BMW Mercedes-Benz Audi Porsche coverage term unlimited miles out of state transfer US
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
BMW CPO limited warranty 1 year unlimited miles official terms 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Mercedes-Benz certified pre-owned warranty 1 year unlimited miles official coverage 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Audi certified pre-owned limited warranty 1 year 20,000 miles official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Porsche approved certified pre-owned warranty 2 years unlimited miles official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1