How do high-performance summer tires affect the rolling resistance and overall efficiency curves of a modern electric vehicle compared to low-rolling-resistance all-season tires?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do high-performance summer tires affect the rolling resistance and overall efficiency curves of a modern electric vehicle compared to low-rolling-resistance all-season tires?
2 real searches · 1 real-search pass
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)
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
ChatGPT2 real searches · gpt-6
electric vehicle tire rolling resistance summer performance tires low rolling resistance all season energy consumption study Google ↗
NREL tire rolling resistance electric vehicle range energy consumption coefficient rolling resistance Google ↗
- 2024 EV Tyre Test · tyrereviews.com
- 2025 EV Tyre Test · tyrereviews.com
- Evaluation of driving resistance and energy consumption in electric vehicles under various ambient and tire temperatures using real-world driving data · sciencedirect.com
- Read "Assessment of Technologies for Improving Light-Duty Vehicle Fuel Economy—2025-2035" at NAP.edu · nationalacademies.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
electric vehicle tire rolling resistance summer performance tires low rolling resistance all season energy consumption study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NREL tire rolling resistance electric vehicle range energy consumption coefficient rolling resistance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |