Real ChatGPT answer · index seedTmghlorv2VscompleteAutomotive · new carslocal

Can you compare the total cost of ownership including insurance for a brand new Toyota Corolla versus a used one for someone living in Raleigh?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the total cost of ownership including insurance for a brand new Toyota Corolla versus a used one for someone living in Raleigh?
4 real searches · 1 real-search pass
2026 Toyota Corolla LE MSRP destination fee North Carolina price used 2022 Toyota Corolla LE average price Raleigh NCGoogle ↗
OBSERVEDComparison
Raleigh NC average car insurance full coverage Toyota Corolla annual 2026Google ↗
OBSERVEDOther / navigational
North Carolina vehicle highway use tax registration title fees 2026 officialGoogle ↗
OBSERVEDDefinition
Toyota Corolla maintenance cost fuel economy 2026 EPA 2022 Corolla LEGoogle ↗
OBSERVEDReason

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 (4)
Short factOther / navigational25%Comparison25%ConsequenceReason25%Definition25%InstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2026 Toyota Corolla LE MSRP destination fee North Carolina price used 2022 Toyota Corolla LE average price Raleigh NC Google ↗
Raleigh NC average car insurance full coverage Toyota Corolla annual 2026 Google ↗
North Carolina vehicle highway use tax registration title fees 2026 official Google ↗
Toyota Corolla maintenance cost fuel economy 2026 EPA 2022 Corolla LE Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Toyota Corolla LE MSRP destination fee North Carolina price used 2022 Toyota Corolla LE average price Raleigh NC
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Raleigh NC average car insurance full coverage Toyota Corolla annual 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
North Carolina vehicle highway use tax registration title fees 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
Toyota Corolla maintenance cost fuel economy 2026 EPA 2022 Corolla LE
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1