Real ChatGPT answer · index seedH8zgFhTQuz8completeAutomotive · selling or trading in a carinformational

How much does having minor bumper scratches hurt my trade-in value at a traditional dealership versus an online buyer?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does having minor bumper scratches hurt my trade-in value at a traditional dealership versus an online buyer?
2 real searches · 1 real-search pass
CarMax trade-in appraisal cosmetic damage bumper scratches condition inspection policy 2026Google ↗
OBSERVEDConsequence
Carvana trade-in appraisal cosmetic damage bumper scratches offer inspection policy 2026Google ↗
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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
CarMax trade-in appraisal cosmetic damage bumper scratches condition inspection policy 2026 Google ↗
Carvana trade-in appraisal cosmetic damage bumper scratches offer inspection policy 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CarMax trade-in appraisal cosmetic damage bumper scratches condition inspection policy 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Carvana trade-in appraisal cosmetic damage bumper scratches offer inspection policy 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1