Real ChatGPT answer · index seedghbeOZ8IM9ocompleteAutomotive · trucks and SUVsinformational

Will installing a popular lift kit on my Ford Ranger void the factory warranty or affect my monthly insurance rates?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Will installing a popular lift kit on my Ford Ranger void the factory warranty or affect my monthly insurance rates?
2 real searches · 1 real-search pass
Ford warranty lift kit aftermarket modification warranty coverage Magnuson Moss official Ford warrantyGoogle ↗
OBSERVEDOther / navigational
Texas auto insurance modified vehicle lift kit disclose modification premium coverageGoogle ↗
OBSERVEDConsequence

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 / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
Ford warranty lift kit aftermarket modification warranty coverage Magnuson Moss official Ford warranty Google ↗
Texas auto insurance modified vehicle lift kit disclose modification premium coverage Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ford warranty lift kit aftermarket modification warranty coverage Magnuson Moss official Ford warranty
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Texas auto insurance modified vehicle lift kit disclose modification premium coverage
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1