Real ChatGPT answer · index seedNf7OjCqdF1McompleteAutomotive · car reliability and safetyinformational

Are hybrid cars actually safer in crashes than normal gas cars or do the battery packs make accidents worse?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are hybrid cars actually safer in crashes than normal gas cars or do the battery packs make accidents worse?
2 real searches · 1 real-search pass
hybrid vehicle crash safety battery fire risk NHTSA IIHS crash tests hybrid vs gasoline vehiclesGoogle ↗
OBSERVEDComparison
hybrid vehicle crash safety comparison gasoline vehicles battery fire risk NHTSA IIHS NFPAGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
hybrid vehicle crash safety battery fire risk NHTSA IIHS crash tests hybrid vs gasoline vehicles
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
hybrid vehicle crash safety comparison gasoline vehicles battery fire risk NHTSA IIHS NFPA
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1