Real ChatGPT answer · index seedbLfu9ybuHPQcompleteAutomotive · selling or trading in a carinformational

How do online valuation tools like Edmunds and KBB estimate the depreciation hit for permanent engine modifications compared to bolt on accessories?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do online valuation tools like Edmunds and KBB estimate the depreciation hit for permanent engine modifications compared to bolt on accessories?
2 real searches · 1 real-search pass
Kelley Blue Book modified car valuation aftermarket modifications engine modifications appraisal policyGoogle ↗
OBSERVEDReason
Edmunds appraisal modified cars aftermarket modifications valuation engine modificationsGoogle ↗
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
Kelley Blue Book modified car valuation aftermarket modifications engine modifications appraisal policy Google ↗
Edmunds appraisal modified cars aftermarket modifications valuation engine modifications Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kelley Blue Book modified car valuation aftermarket modifications engine modifications appraisal policy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Edmunds appraisal modified cars aftermarket modifications valuation engine modifications
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1