Real ChatGPT answer · index seednSb7IXZIse4completeAutomotive · motorcyclescomparison

I am looking at buying my first gear. Is it really worth spending extra money on a jacket with D3O armor or is standard foam padding fine for casual commuting?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am looking at buying my first gear. Is it really worth spending extra money on a jacket with D3O armor or is standard foam padding fine for casual commuting?
2 real searches · 1 real-search pass
motorcycle jacket armor EN 1621-1 level 1 level 2 impact protectors D3O standard foam commutingGoogle ↗
OBSERVED
D3O motorcycle armor official impact protection EN 1621-1 certification level 1 level 2Google ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
motorcycle jacket armor EN 1621-1 level 1 level 2 impact protectors D3O standard foam commuting Google ↗
D3O motorcycle armor official impact protection EN 1621-1 certification level 1 level 2 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
motorcycle jacket armor EN 1621-1 level 1 level 2 impact protectors D3O standard foam commuting
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
D3O motorcycle armor official impact protection EN 1621-1 certification level 1 level 2
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1