Real ChatGPT answer · index seedMlVN9JFIumMcompleteAutomotive · car repair and maintenancecomparison

Is Mobil 1 advanced fuel economy synthetic oil actually better for my engine than the regular formula I usually buy?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Mobil 1 advanced fuel economy synthetic oil actually better for my engine than the regular formula I usually buy?
1 real search · 1 real-search pass
Mobil 1 Advanced Fuel Economy official product specifications viscosity friction fuel economy comparison regular Mobil 1Google ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Mobil 1 Advanced Fuel Economy official product specifications viscosity friction fuel economy comparison regular Mobil 1 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Mobil 1 Advanced Fuel Economy official product specifications viscosity friction fuel economy comparison regular Mobil 1
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1