Real ChatGPT answer · index seedeotKXBZZNDMcompleteAutomotive · selling or trading in a carcomparison
What is the current consensus on whether hybrid car resale value holds up better than gas vehicles for small business delivery fleets?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current consensus on whether hybrid car resale value holds up better than gas vehicles for small business delivery fleets?
3 real searches · 1 real-search pass
2026 current consensus hybrid vs gasoline vehicle resale value residual value fleet delivery high mileage used market depreciation battery warranty commercial fleetsGoogle ↗
OBSERVEDComparison
2025 2026 used hybrid resale values compared gasoline cars depreciation study fleet vehicles residual valuesGoogle ↗
OBSERVEDComparison
commercial fleet total cost ownership hybrid vs gasoline delivery vans cars resale maintenance high mileage 2025Google ↗
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
2026 current consensus hybrid vs gasoline vehicle resale value residual value fleet delivery high mileage used market depreciation battery warranty commercial fleets Google ↗
2025 2026 used hybrid resale values compared gasoline cars depreciation study fleet vehicles residual values Google ↗
commercial fleet total cost ownership hybrid vs gasoline delivery vans cars resale maintenance high mileage 2025 Google ↗
- The Top 25 Cars That Hold Their Value Best - and the 25 Worst · iseecars.com
- AAA: Hybrids Come Out On Top in 2026 Ownership Cost Study · kbb.com
- Total Cost of Ownership by Vehicle Class · thefleetsource.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 current consensus hybrid vs gasoline vehicle resale value residual value fleet delivery high mileage used market depreciation battery warranty commercial fleets OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2025 2026 used hybrid resale values compared gasoline cars depreciation study fleet vehicles residual values OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
commercial fleet total cost ownership hybrid vs gasoline delivery vans cars resale maintenance high mileage 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |