Real ChatGPT answer · index seedlFiiXvYTo4wcompleteAutomotive · car buying processhowto

We are looking at a certified pre owned Subaru Outback. What is the difference between the factory powertrain warranty and the comprehensive wrap coverage the finance manager is trying to sell us?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are looking at a certified pre owned Subaru Outback. What is the difference between the factory powertrain warranty and the comprehensive wrap coverage the finance manager is trying to sell us?
1 real search · 1 real-search pass
Subaru Certified Pre-Owned warranty 7 year 100000 mile powertrain comprehensive wrap coverage terms 2026Google ↗
OBSERVEDOther / navigational

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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Subaru Certified Pre-Owned warranty 7 year 100000 mile powertrain comprehensive wrap coverage terms 2026 Google ↗
  1. Subaru Certified Pre-Owned Vehicles · subaru.com
  2. Subaru Certified Pre-Owned Warranty (2026) · consumeraffairs.com
  3. Certified Subaru Protection · sommerssubaru.com
  4. Subaru Certified Pre-Owned Program Overview · autonationsubaruscottsdale.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Subaru Certified Pre-Owned warranty 7 year 100000 mile powertrain comprehensive wrap coverage terms 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1