Real ChatGPT answer · index seedxQNOItgot6scompleteAutomotive · car repair and maintenancecommercial
Is there a noticeable MPG difference between synthetic versus conventional oil change options that would offset the higher upfront price for a delivery driver?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there a noticeable MPG difference between synthetic versus conventional oil change options that would offset the higher upfront price for a delivery driver?
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 oil fuel economy improvement percentage engine oil viscosity fuel economy EPA DOE study Google ↗
conventional versus synthetic oil fuel economy oil change interval manufacturer recommendations AAA Google ↗
- Evaluation of techniques for reducing in-use automotive fuel consumption : final report · rosap.ntl.bts.gov
- What You Need to Know About Motor Oil & Oil Changes · ace.aaa.com
- AAA engine oil study · ace.aaa.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
synthetic oil fuel economy improvement percentage engine oil viscosity fuel economy EPA DOE study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
conventional versus synthetic oil fuel economy oil change interval manufacturer recommendations AAA OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |