Real ChatGPT answer · index seed79atTWDNxA4completeAutomotive · car repair and maintenancecomparison
Is it better to use synthetic or conventional oil for our high mileage delivery sedans to maximize engine longevity and reduce our overall operating costs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to use synthetic or conventional oil for our high mileage delivery sedans to maximize engine longevity and reduce our overall operating costs?
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
full synthetic versus conventional motor oil severe service fleet maintenance oil change intervals manufacturer guidance API Google ↗
AAA synthetic versus conventional oil study engine protection oil change intervals Google ↗
- AAA engine oil study · ace.aaa.com
- What You Need to Know About Motor Oil & Oil Changes · ace.aaa.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
full synthetic versus conventional motor oil severe service fleet maintenance oil change intervals manufacturer guidance API OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AAA synthetic versus conventional oil study engine protection oil change intervals OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |