Real ChatGPT answer · index seedUx0mPMcWEZ4completeAutomotive · car buying processlocal

What do those mandatory dealer add on packages like nitrogen in the tires and paint protection actually cost the dealership versus what they charge small businesses

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do those mandatory dealer add on packages like nitrogen in the tires and paint protection actually cost the dealership versus what they charge small businesses
2 real searches · 1 real-search pass
car dealership dealer add-on products nitrogen tire inflation cost dealer wholesale paint protection coating cost dealership markup consumer priceGoogle ↗
OBSERVEDReason
dealership installed options paint protection fabric protection nitrogen tires dealer cost retail price dealer add-onsGoogle ↗
OBSERVEDComparison

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 / navigationalComparison50%ConsequenceReason50%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
car dealership dealer add-on products nitrogen tire inflation cost dealer wholesale paint protection coating cost dealership markup consumer price Google ↗
dealership installed options paint protection fabric protection nitrogen tires dealer cost retail price dealer add-ons Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
car dealership dealer add-on products nitrogen tire inflation cost dealer wholesale paint protection coating cost dealership markup consumer price
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
dealership installed options paint protection fabric protection nitrogen tires dealer cost retail price dealer add-ons
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1