Real ChatGPT answer · index seedgbHxc3FzydkcompleteAutomotive · car buying processhowto

Show me how to use wholesale Black Book or MMR data to establish a realistic trade-in value before walking onto a franchise dealership floor this weekend.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Show me how to use wholesale Black Book or MMR data to establish a realistic trade-in value before walking onto a franchise dealership floor this weekend.
2 real searches · 1 real-search pass
Black Book vehicle valuation consumer access wholesale trade-in values officialGoogle ↗
OBSERVEDReason
Manheim Market Report MMR official wholesale vehicle valuation access mileage conditionGoogle ↗
OBSERVEDReason

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 factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Black Book vehicle valuation consumer access wholesale trade-in values official Google ↗
Manheim Market Report MMR official wholesale vehicle valuation access mileage condition Google ↗
  1. Manheim MMR · mmr.manheim.com
  2. MMR Help · site.manheim.com
  3. Manheim Market Report (MMR) Help · site.manheim.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Black Book vehicle valuation consumer access wholesale trade-in values official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Manheim Market Report MMR official wholesale vehicle valuation access mileage condition
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1