Real ChatGPT answer · index seedP6UposAjeCYcompleteAutomotive · selling or trading in a carinformational
What empirical data exists on whether ceramic coating preservation increases private party resale velocity or just overall asking price?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What empirical data exists on whether ceramic coating preservation increases private party resale velocity or just overall asking price?
3 real searches · 1 real-search pass
ceramic coating resale value empirical study private party used car sale time on market dataGoogle ↗
OBSERVEDReason
vehicle paint protection ceramic coating resale value appraisal evidence study automotiveGoogle ↗
OBSERVEDReason
used car listing days on market ceramic coating mention asking price data private sellerGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
ceramic coating resale value empirical study private party used car sale time on market data Google ↗
vehicle paint protection ceramic coating resale value appraisal evidence study automotive Google ↗
used car listing days on market ceramic coating mention asking price data private seller Google ↗
- Product Quality and Information in the Used Car Market · ftc.gov
- "Hedonics of Used Car Attributes on Market Price" by Alexander Bent and Jason Gutierrez · oasis.library.unlv.edu
- Nearly three quarters of used car buyers would favour a vehicle with paint protection · garagetalkonline.co.uk
- New Dealership Survey Finds Paint Protection Film (PPF) Can Add up to 15% to a Vehicle’s Resale Value · finance.yahoo.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ceramic coating resale value empirical study private party used car sale time on market data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
vehicle paint protection ceramic coating resale value appraisal evidence study automotive OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
used car listing days on market ceramic coating mention asking price data private seller OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |