Real ChatGPT answer · index seedGP42ZVWFyjIcompleteRetail and ecommerce · secondhand and resalehowto

Can you help me compare the warranty coverage on certified preowned cars versus buying brand new for our family budget?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you help me compare the warranty coverage on certified preowned cars versus buying brand new for our family budget?
2 real searches · 1 real-search pass
2026 manufacturer certified pre-owned warranty coverage comparison new car factory warranty CPO warranty examples Toyota Honda FordGoogle ↗
OBSERVEDComparison
official manufacturer certified pre-owned warranty coverage Toyota Honda Ford 2026 new vehicle warranty termsGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

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
2026 manufacturer certified pre-owned warranty coverage comparison new car factory warranty CPO warranty examples Toyota Honda Ford Google ↗
official manufacturer certified pre-owned warranty coverage Toyota Honda Ford 2026 new vehicle warranty terms Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 manufacturer certified pre-owned warranty coverage comparison new car factory warranty CPO warranty examples Toyota Honda Ford
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
official manufacturer certified pre-owned warranty coverage Toyota Honda Ford 2026 new vehicle warranty terms
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1