MavenSignal

MavenSignal tracks books mentioned by experts in podcasts, creating a personalized feed of recommended books using LLM parsing, fuzzy matching, and a signal score based on repeat mentions and podcast prominence. Initially developed to manage personal book recommendations, it evolved into a public MVP with a full pipeline for transcript extraction and book mention tracking. Feedback on extraction accuracy, UI, and the concept is encouraged.