# S7E25: The 3 Biggest Car-Buying Mistakes—and One Simple Fix Page: https://stenobird.com/podcast/ai-auto-podcast-1376568/s7e25-the-3-biggest-car-buying-mistakes-and-one-simple-fix Text version: https://stenobird.com/podcast/ai-auto-podcast-1376568/s7e25-the-3-biggest-car-buying-mistakes-and-one-simple-fix.md Podcast: [AI Auto Podcast](https://stenobird.com/podcast/ai-auto-podcast-1376568) Published: 2026-04-10T14:56:55+00:00 Episode link: https://revolverpodcasts.com Audio file: https://dts.podtrac.com/redirect.mp3/stitcher.simplecastaudio.com/f10a68f3-3314-4a5e-aac6-694e79a9feff/episodes/c797bcb0-0433-4662-8da3-018b42c0ee06/audio/128/default.mp3?aid=rss_feed&awCollectionId=f10a68f3-3314-4a5e-aac6-694e79a9feff&awEpisodeId=c797bcb0-0433-4662-8da3-018b42c0ee06&feed=pQ4ExIKq Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/ai-auto-podcast-1376568/episodes/s7e25-the-3-biggest-car-buying-mistakes-and-one-simple-fix Duration seconds: 1161 ## Resource In this episode, we sit down with Ray Shefska, co-founder of CarEdge, who brings decades of industry experience and deep data insights to the car-buying process. He breaks down the three most common mistakes consumers make when purchasing a new car—and shares a simple, practical solution to avoid them. We also explore how platforms like Amazon Autos are changing the game with transparent, no-haggle pricing, and what that means for today’s car buyers looking for the best deal. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/ai-auto-podcast-1376568/episodes/s7e25-the-3-biggest-car-buying-mistakes-and-one-simple-fix/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/ai-auto-podcast-1376568/s7e25-the-3-biggest-car-buying-mistakes-and-one-simple-fix.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.