Real ChatGPT answer · index seedyaZhyugPQKMcompleteAutomotive · car reliability and safetycommercial

How reliable are entry level electric vehicles compared to traditional hybrids when shopping on a strict budget

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How reliable are entry level electric vehicles compared to traditional hybrids when shopping on a strict budget
2 real searches · 1 real-search pass
Consumer Reports reliability electric vehicles hybrids reliability 2025 2026 used EV battery warranty hybrid reliabilityGoogle ↗
OBSERVEDReason
entry level used electric vehicle reliability Chevrolet Bolt Nissan Leaf battery degradation warranty 2025Google ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Consumer Reports reliability electric vehicles hybrids reliability 2025 2026 used EV battery warranty hybrid reliability Google ↗
entry level used electric vehicle reliability Chevrolet Bolt Nissan Leaf battery degradation warranty 2025 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Consumer Reports reliability electric vehicles hybrids reliability 2025 2026 used EV battery warranty hybrid reliability
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
entry level used electric vehicle reliability Chevrolet Bolt Nissan Leaf battery degradation warranty 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1