Question: I need a service that helps me discover new podcasts and episodes based on my interests and preferences.

If you're looking for a service to recommend new podcasts and episodes based on your preferences, Contxt is a good option. Contxt is an AI-powered personalized podcast service that offers users 6-minute audio briefings on a variety of subjects. The service recommends content based on your preferences and lets you bookmark episodes for a personalized library. It's designed to cut through the noise and get you access to what you want without having to search for it.

Another good option is Podurama, a full-featured free podcast app for multiple platforms. Podurama has access to more than 2 million podcasts and millions of episodes. It offers unlimited sync across devices, personalized tracking and powerful organization abilities. You can browse podcasts by category and discover new shows through curated lists, so you can easily find new content.

If you want to get more out of your podcast listening, Podwise is worth a look. The app is geared for podcast enthusiasts, with AI-powered features like episode summarization, mind mapping and outlining. It also integrates with knowledge management tools like Notion and Readwise so you can better understand and remember what you heard in each episode.

Last, Snipd takes a different approach with a focus on AI-generated transcripts and summaries. You can save highlights from your favorite shows and export them to a variety of note-taking apps. With searchable transcripts, chapter markers and the ability to export highlights, Snipd lets you dig deeper into your podcasts and discover new shows based on your interests.