Real ChatGPT answer · index seediyZYd0saxxkcompleteAutomotive · selling or trading in a carcommercial
How do used car values for commercial sedans fluctuate seasonally, and what month is best to trade in our fleet?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do used car values for commercial sedans fluctuate seasonally, and what month is best to trade in our fleet?
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). 2 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
used vehicle values seasonal trends best month to sell trade in fleet commercial sedans 2025 2026 auction prices seasonality Google ↗
used car prices seasonal patterns spring summer winter wholesale values fleet sedans best time to sell Google ↗
- The Impact of Seasonal Price Patterns on Fleet Returns · automotive-fleet.com
- Manheim Index Declines in March, But Wholesale Auto Auction Activity Increases as Tariffs Become Reality · coxautoinc.com
- Manheim Used Vehicle Value Index Increases Through Q1, As Healthy Spring Bounce Pushes Used-Vehicle Values Higher · coxautoinc.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
used vehicle values seasonal trends best month to sell trade in fleet commercial sedans 2025 2026 auction prices seasonality OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
used car prices seasonal patterns spring summer winter wholesale values fleet sedans best time to sell OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |