Real ChatGPT answer · index seedgQHGR0lNbE0completeAutomotive · car reliability and safetycommercial
How reliable are the driver assistance and automatic braking systems on the newest family sedans compared to older models?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How reliable are the driver assistance and automatic braking systems on the newest family sedans compared to older models?
3 real searches · 1 real-search pass
IIHS automatic emergency braking real world crash reduction forward collision prevention pedestrian detection 2025Google ↗
OBSERVEDReason
NHTSA automatic emergency braking performance limitations driver assistance systems safety evaluation family sedans 2025Google ↗
OBSERVEDReason
Consumer Reports active driving assistance reliability automatic emergency braking limitations sedan testing 2025Google ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
IIHS automatic emergency braking real world crash reduction forward collision prevention pedestrian detection 2025 Google ↗
NHTSA automatic emergency braking performance limitations driver assistance systems safety evaluation family sedans 2025 Google ↗
Consumer Reports active driving assistance reliability automatic emergency braking limitations sedan testing 2025 Google ↗
- Advanced driver assistance · iihs.org
- IIHS-HLDI | Real-world benefits of crash avoidance technology · iihs.org
- PARTS | Partnership for Analytics Research in Traffic Safety · nhtsa.gov
- A Study on Real-world Effectiveness of Model Year 2015–2023 Advanced Driver Assistance Systems · mitre.org
- Active Driving Assistance: Promising Technology, Lingering Challenges · newsroom.aaa.com
- PAEB Study · mwg.aaa.com
- Performance of Pedestrian Automatic Emergency Braking Systems · newsroom.aaa.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IIHS automatic emergency braking real world crash reduction forward collision prevention pedestrian detection 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NHTSA automatic emergency braking performance limitations driver assistance systems safety evaluation family sedans 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Consumer Reports active driving assistance reliability automatic emergency braking limitations sedan testing 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |