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Growth · June 29, 2021

RealSafeCars Car Safety Ratings

Detailed and precise auto safety ratings

RealSafeCars Car Safety Ratings launched on June 29, 2021 with 5 votes, #1,710 of 3,650 launches that month. The site was still online in September 2026, 5 years on.

What it does

We use statistical/ML methods along with novel causal inference methods to evaluate car safety. Ratings are presented with assistive visuals to help consumers make informed choices, furthering our mission to save lives and prevent injuries.

We've developed a holistic system that draws data from a variety of sources to more effectively evaluate car safety. Designed by economists and machine learning experts Ben Shiller and Bhoomija Ranjan, our system uses artificial intelligence along with real-world accident data to produce more accurate and meaningful car safety ratings . We start with measurements taken during safety tests by the NHTSA, and other vehicle characteristics. These measurements tell us about the durability of vehicles under pre-specified accident conditions. We compare these measurements against statistics of fatality rates in actual car accidents to assess their importance to safety in real world conditions. We…from realsafecars.com

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Source: Product Hunt launch ↗

Launched alongside, June 2021

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