Running a small landscaping business means my trucks work hard, so should I switch our entire fleet to synthetic oil or stick with conventional oil to keep maintenance costs down?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Running a small landscaping business means my trucks work hard, so should I switch our entire fleet to synthetic oil or stick with conventional oil to keep maintenance costs down?
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). 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
synthetic vs conventional oil severe service towing idling manufacturer oil change intervals fleet trucks guidance Google ↗
API engine oil licensing synthetic conventional manufacturer specifications severe service oil change interval guidance Google ↗
- Synthetic oil vs. conventional oil · mobil.com
- American Petroleum Institute (API) Approved Engine Oil · vehicleinfo.mopar.com
- How Often Should You Change Your Engine Oil? · mopar.com
- Scheduled Maintenance Services · ownersmanual.genesis.com
- What are the oil change intervals using synthetic oil? · support.toyota.com
- Untitled · static.nhtsa.gov
- Engine Oil Licensing & Certification System (EOLCS) | American Petroleum Institute · api.org
- dtnatechlit.com · dtnatechlit.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
synthetic vs conventional oil severe service towing idling manufacturer oil change intervals fleet trucks guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
API engine oil licensing synthetic conventional manufacturer specifications severe service oil change interval guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |