Which aftermarket exhaust brands offer CARB compliant options for a Harley Davidson Sportster so I do not fail emissions in California?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which aftermarket exhaust brands offer CARB compliant options for a Harley Davidson Sportster so I do not fail emissions in California?
1 real search · 1 real-search pass
Harley-Davidson Sportster aftermarket exhaust CARB EO California compliant brands model yearGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Harley-Davidson Sportster aftermarket exhaust CARB EO California compliant brands model year Google ↗
- SuperStreet 2:1 Exhaust System for · sscycle.com
- Page 1 of 6 · carbstage.arb.ca.gov
- Sportsters® · cobrausa.com
- Vance & Hines 17329 Top End · houseofharley.com
- Aftermarket Exhaust FAQ's · yoshimura-rd.com
- Vance & Hines 47329 Top End · houseofharley.com
- Vance & Hines 26367 Top End · houseofharley.com