Real ChatGPT answer · index seedbSu8x4u9FH0completeAutomotive · car repair and maintenancecomparison

Find a comprehensive technical synthetic oil review comparing Mobil 1 to Penzoil Ultra Platinum for track day applications.

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Find a comprehensive technical synthetic oil review comparing Mobil 1 to Penzoil Ultra Platinum for track day applications.
4 real searches · 1 real-search pass
Mobil 1 vs Pennzoil Ultra Platinum track day oil analysis technical comparison HTHS NOACK additive package UOAGoogle ↗
OBSERVED
Mobil 1 FS 0W-40 vs Pennzoil Ultra Platinum 5W-40 track use forum oil analysisGoogle ↗
OBSERVED
Pennzoil Ultra Platinum product data sheet HTHS NOACK specificationsGoogle ↗
OBSERVED
Mobil 1 product data sheet ESP FS 0W-40 HTHS NOACK specificationsGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
Mobil 1 vs Pennzoil Ultra Platinum track day oil analysis technical comparison HTHS NOACK additive package UOA Google ↗
Mobil 1 FS 0W-40 vs Pennzoil Ultra Platinum 5W-40 track use forum oil analysis Google ↗
Pennzoil Ultra Platinum product data sheet HTHS NOACK specifications Google ↗
Mobil 1 product data sheet ESP FS 0W-40 HTHS NOACK specifications Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Mobil 1 vs Pennzoil Ultra Platinum track day oil analysis technical comparison HTHS NOACK additive package UOA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Mobil 1 FS 0W-40 vs Pennzoil Ultra Platinum 5W-40 track use forum oil analysis
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Pennzoil Ultra Platinum product data sheet HTHS NOACK specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Mobil 1 product data sheet ESP FS 0W-40 HTHS NOACK specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1