Real ChatGPT answer · index seed2RxLbKaMbL4completeAutomotive · electric vehiclescommercial

Compare the HVAC efficiency and heat pump performance of the Kia EV6 against competitors when driving in sub-freezing temperatures across the Midwest.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the HVAC efficiency and heat pump performance of the Kia EV6 against competitors when driving in sub-freezing temperatures across the Midwest.
3 real searches · 1 real-search pass
Kia EV6 cold weather range heat pump winter test comparison Tesla Model Y Mustang Mach-E Volkswagen ID.4 Norway El Prix winter testGoogle ↗
OBSERVED
Kia EV6 heat pump system cold weather efficiency technical details battery conditioning heat pump trim USGoogle ↗
OBSERVED
EV winter range test cold temperatures heat pump EV6 Model Y Ioniq 5 Mach-E ID.4 Consumer ReportsGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Kia EV6 cold weather range heat pump winter test comparison Tesla Model Y Mustang Mach-E Volkswagen ID.4 Norway El Prix winter test Google ↗
Kia EV6 heat pump system cold weather efficiency technical details battery conditioning heat pump trim US Google ↗
EV winter range test cold temperatures heat pump EV6 Model Y Ioniq 5 Mach-E ID.4 Consumer Reports Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kia EV6 cold weather range heat pump winter test comparison Tesla Model Y Mustang Mach-E Volkswagen ID.4 Norway El Prix winter test
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Kia EV6 heat pump system cold weather efficiency technical details battery conditioning heat pump trim US
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
EV winter range test cold temperatures heat pump EV6 Model Y Ioniq 5 Mach-E ID.4 Consumer Reports
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1