Are aftermarket exhaust systems for Harley Davidson cruisers worth the money or do they just annoy the neighbors and void warranties?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are aftermarket exhaust systems for Harley Davidson cruisers worth the money or do they just annoy the neighbors and void warranties?
1 real search · 1 real-search pass
Harley-Davidson aftermarket exhaust warranty Magnuson Moss warranty emissions EPA noise regulations California motorcycle exhaust 2026Google ↗
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
Harley-Davidson aftermarket exhaust warranty Magnuson Moss warranty emissions EPA noise regulations California motorcycle exhaust 2026 Google ↗
- serviceinfo.harley-davidson.com · serviceinfo.harley-davidson.com
- serviceinfo.harley-davidson.com · serviceinfo.harley-davidson.com
- HARLEY-DAVIDSON NOISE CONTROL SYSTEM WARRANTY · serviceinfo.harley-davidson.com
- Aftermarket Motorcycle Parts · ww2.arb.ca.gov
- California Code, Vehicle Code - VEH § 27202.1 · codes.findlaw.com