Are current electric vehicle batteries degrading way faster than automakers promised when driven mostly in extreme southern summer heatwaves like the ones we are having this week?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are current electric vehicle batteries degrading way faster than automakers promised when driven mostly in extreme southern summer heatwaves like the ones we are having this week?
3 real searches · 1 real-search pass
2026 EV battery degradation extreme heatwave study battery longevity heat calendar aging this weekGoogle ↗
OBSERVEDReason
EV battery degradation real world fleet data heat climate temperature study 2024 2025 Geotab battery healthGoogle ↗
OBSERVEDReason
US Department of Energy lithium ion EV battery high temperature degradation thermal management guidanceGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 EV battery degradation extreme heatwave study battery longevity heat calendar aging this week Google ↗
EV battery degradation real world fleet data heat climate temperature study 2024 2025 Geotab battery health Google ↗
US Department of Energy lithium ion EV battery high temperature degradation thermal management guidance Google ↗
- EV Battery Health Study: New Data on Fast Charging & Degradation · geotab.com
- EV Battery Health: Key Findings from 22,700 Vehicle Data Analysis · geotab.com
- Technological improvements in EV batteries offset climate-induced durability challenges · doi.org
- Electric and Hybrid Vehicles: Battery, Charging & Safety · nhtsa.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 EV battery degradation extreme heatwave study battery longevity heat calendar aging this week OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
EV battery degradation real world fleet data heat climate temperature study 2024 2025 Geotab battery health OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
US Department of Energy lithium ion EV battery high temperature degradation thermal management guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |