Are there any cheap aftermarket options for adding autonomous driving safety features to a base model new car that doesnt come with them built in?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any cheap aftermarket options for adding autonomous driving safety features to a base model new car that doesnt come with them built in?
1 real search · 1 real-search pass
2026 aftermarket ADAS retrofit options Comma 3X supported vehicles features limitations openpilotGoogle ↗
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
2026 aftermarket ADAS retrofit options Comma 3X supported vehicles features limitations openpilot Google ↗
- Supported Cars · docs.comma.ai
- What is openpilot? · docs.comma.ai
- comma.ai · comma.ai
- Comma website · comma.ai
- Limitations · docs.comma.ai