How do the real world towing efficiency and battery thermal management systems compare between the Rivian R1T and the Ford F-150 Lightning during hot summer towing tests?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do the real world towing efficiency and battery thermal management systems compare between the Rivian R1T and the Ford F-150 Lightning during hot summer towing tests?
3 real searches · 1 real-search pass
Rivian R1T Ford F-150 Lightning hot weather summer towing range test battery thermal management comparisonGoogle ↗
OBSERVEDComparison
R1T towing test summer heat efficiency kWh per mile Ford F-150 Lightning towingGoogle ↗
OBSERVEDReason
Ford F-150 Lightning towing hot weather test battery temperature thermal management Rivian R1TGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 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
Rivian R1T Ford F-150 Lightning hot weather summer towing range test battery thermal management comparison Google ↗
R1T towing test summer heat efficiency kWh per mile Ford F-150 Lightning towing Google ↗
Ford F-150 Lightning towing hot weather test battery temperature thermal management Rivian R1T Google ↗
- Towing Test with EV Pickups—Hummer EV, Rivian R1T, Ford F-150 Lightning · caranddriver.com
- Electric Tow Test! Ford F-150 Lightning vs. Rivian R1T · edmunds.com
- 2022 Rivian R1T Adventure Long-Term Road Test: 40,000-Mile Wrap · caranddriver.com
- Untitled · fordservicecontent.com
- R1T Owner's Guide Model Year 2025 · rivianforums.com
- R1T Owner's Guide Model Year 2022-2024 · assets.rivian.com
- R1T Upfitting Guide · assets.ctfassets.net
- Untitled · fordservicecontent.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Rivian R1T Ford F-150 Lightning hot weather summer towing range test battery thermal management comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
R1T towing test summer heat efficiency kWh per mile Ford F-150 Lightning towing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ford F-150 Lightning towing hot weather test battery temperature thermal management Rivian R1T OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |