Real ChatGPT answer · index seedNpChXkrEU24completeAutomotive · car repair and maintenancecommercial
What is the most cost effective way to protect my cars undercarriage from rust during heavy winter salt conditions on a budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most cost effective way to protect my cars undercarriage from rust during heavy winter salt conditions on a budget?
2 real searches · 1 real-search pass
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)
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
best practices protect vehicle undercarriage road salt oil undercoating fluid film annual wash manufacturer advice Google ↗
NHTSA winter road salt vehicle rust prevention undercarriage wash advice Google ↗
- Protecting Your Car from Road Salt Damage · acg.aaa.com
- Exterior care · ownersmanual.kia.com
- How Often Should You Wash Road Salt Off Your Car? · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best practices protect vehicle undercarriage road salt oil undercoating fluid film annual wash manufacturer advice OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NHTSA winter road salt vehicle rust prevention undercarriage wash advice OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |