Real ChatGPT answer · index seed3TzEMbRGACEcompleteAutomotive · car buying processcommercial

Compare the total cost of ownership over five years between a new Kia Telluride SX Prestige and a Hyundai Palisade Calligraphy, factoring in recent maintenance schedule updates.

ChatGPTgpt-64 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 over five years between a new Kia Telluride SX Prestige and a Hyundai Palisade Calligraphy, factoring in recent maintenance schedule updates.
4 real searches · 1 real-search pass
2026 Kia Telluride SX Prestige MSRP fuel economy warranty maintenance schedule 2026 updatesGoogle ↗
OBSERVEDReason
2026 Hyundai Palisade Calligraphy MSRP fuel economy warranty maintenance schedule 2026 updatesGoogle ↗
OBSERVEDReason
2026 Kia Telluride maintenance schedule updated service intervals 2026 severe normal officialGoogle ↗
OBSERVEDConsequence
2026 Hyundai Palisade maintenance schedule updated service intervals 2026 severe normal officialGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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 Kia Telluride SX Prestige MSRP fuel economy warranty maintenance schedule 2026 updates Google ↗
2026 Hyundai Palisade Calligraphy MSRP fuel economy warranty maintenance schedule 2026 updates Google ↗
2026 Kia Telluride maintenance schedule updated service intervals 2026 severe normal official Google ↗
2026 Hyundai Palisade maintenance schedule updated service intervals 2026 severe normal official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Kia Telluride SX Prestige MSRP fuel economy warranty maintenance schedule 2026 updates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 Hyundai Palisade Calligraphy MSRP fuel economy warranty maintenance schedule 2026 updates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 Kia Telluride maintenance schedule updated service intervals 2026 severe normal official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2026 Hyundai Palisade maintenance schedule updated service intervals 2026 severe normal official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1