Looking for a budget friendly EV with minimal battery degradation issues over ten years of ownership
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a budget friendly EV with minimal battery degradation issues over ten years of ownership
1 real search · 1 real-search pass
EV battery degradation ten year study LFP NMC thermal management warranty 2025 2026Google ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
EV battery degradation ten year study LFP NMC thermal management warranty 2025 2026 Google ↗
- Global EV Outlook 2025 · iea.blob.core.windows.net
- Benchmarking the Canadian Battery Ecosystem · natural-resources.canada.ca
- EV Battery Health: Key Findings from 22,700 Vehicle Data Analysis · geotab.com
- Quantifying the degradation cost of frequent fast charging across multiple electric vehicle battery chemistries · sciencedirect.com
- How long could EV batteries last if their thermal management is optimized? · sciencedirect.com