Real ChatGPT answer · index seedURuTV1vxh5ocompleteAutomotive · trucks and SUVsinformational

What are the most common mechanical problems reported for the GMC Sierra diesel engine in recent model years according to automotive forums?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most common mechanical problems reported for the GMC Sierra diesel engine in recent model years according to automotive forums?
2 real searches · 1 real-search pass
GMC Sierra 3.0 Duramax LM2 LZ0 common problems owner forums issues 2024 2025Google ↗
OBSERVEDConsequence
GMC Sierra 6.6 Duramax L5P common problems owner forums issues 2024 2025Google ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GMC Sierra 3.0 Duramax LM2 LZ0 common problems owner forums issues 2024 2025
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
GMC Sierra 6.6 Duramax L5P common problems owner forums issues 2024 2025
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1