Real ChatGPT answer · index seedoiqoWvBNV5kcompleteAutomotive · selling or trading in a carinformational

Which commercial vehicle brands hold their resale value the best over a three-year business lease cycle according to recent data?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which commercial vehicle brands hold their resale value the best over a three-year business lease cycle according to recent data?
2 real searches · 1 real-search pass
2025 2026 commercial vehicle residual values three year 60000 miles best brands vans UK residual value dataGoogle ↗
OBSERVEDComparison
2025 commercial vehicle resale value retention three-year lease Ford Transit Toyota Hilux Volkswagen Transporter UK CAP HPI dataGoogle ↗
OBSERVEDShort fact

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)
Short fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no

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
2025 2026 commercial vehicle residual values three year 60000 miles best brands vans UK residual value data Google ↗
2025 commercial vehicle resale value retention three-year lease Ford Transit Toyota Hilux Volkswagen Transporter UK CAP HPI data Google ↗
  1. 2026 ALG Residual Value Awards · jdpower.com
  2. J.D. Power 2026 U.S. ALG Residual Value AwardsSM · jdpower.com
  3. Market Summary · bvrla.co.uk
  4. FLE_0000_.pdf · fncdn.blob.core.windows.net

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 commercial vehicle residual values three year 60000 miles best brands vans UK residual value data
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
2025 commercial vehicle resale value retention three-year lease Ford Transit Toyota Hilux Volkswagen Transporter UK CAP HPI data
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1