Real ChatGPT answer · index seedPdYALhxxRLQcompleteAutomotive · used carslocal

Compare the total cost of ownership including warranty options and transfer fees between buying from CarMax versus a traditional independent used car lot in the Charlotte area

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the total cost of ownership including warranty options and transfer fees between buying from CarMax versus a traditional independent used car lot in the Charlotte area
3 real searches · 1 real-search pass
CarMax Charlotte NC MaxCare warranty transfer fee vehicle transfer fee 2026Google ↗
OBSERVEDConsequence
North Carolina used car dealer documentation fee title registration highway use tax 2026 independent dealerGoogle ↗
OBSERVEDShort fact
Charlotte NC independent used car lots warranty service contracts dealer fees used carsGoogle ↗
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)
Short fact33%Other / navigationalComparison33%Consequence33%ReasonDefinitionInstructionYes / no

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
CarMax Charlotte NC MaxCare warranty transfer fee vehicle transfer fee 2026 Google ↗
North Carolina used car dealer documentation fee title registration highway use tax 2026 independent dealer Google ↗
Charlotte NC independent used car lots warranty service contracts dealer fees used cars Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CarMax Charlotte NC MaxCare warranty transfer fee vehicle transfer fee 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
North Carolina used car dealer documentation fee title registration highway use tax 2026 independent dealer
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Charlotte NC independent used car lots warranty service contracts dealer fees used cars
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1