Real ChatGPT answer · index seedDMHQvaSr2P0completeAutomotive · car repair and maintenancecommercial

Which heavy duty engine oil additives are actually proven to reduce oil consumption in worn boxer engines like my Subaru?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Which heavy duty engine oil additives are actually proven to reduce oil consumption in worn boxer engines like my Subaru?
1 real search · 1 real-search pass
independent evidence engine oil additives reduce oil consumption worn engine oil consumption test seal conditioner Subaru boxerGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
independent evidence engine oil additives reduce oil consumption worn engine oil consumption test seal conditioner Subaru boxer Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
independent evidence engine oil additives reduce oil consumption worn engine oil consumption test seal conditioner Subaru boxer
OBSERVED
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