A former startup CEO has launched Sarah's Books, a web app leveraging AI to provide personalized book recommendations while supporting libraries and independent bookstores. It's a focused effort to offer a curated alternative to platforms like Goodreads, emphasizing human taste and ethical consumption.
From Startup Closure to Literary AI
Sarah Ritter, previously CEO of Tribute, a workplace connection startup that closed in 2024, has launched Sarah's Books. This web app aims to connect readers with new books through a combination of AI-driven suggestions and human-curated themes. It's a pivot from workplace tech to a passion project centered around a love for reading.AI-Powered Recommendations and Human Curation
Ritter used Anthropic's Claude to index her own book collection. This data, combined with curated themes (e.g., "emotional truth," "beach read") and genres, forms the basis for the app's recommendations. The "vibe coding" process involved over 350 hours of coding time, resulting in 100,000 lines of code.The algorithm is trained on Ritter's "particular taste profile," offering a more personalized experience than broader platforms. The app also features "Book Mashups," which explore connections between different authors and ideas.
Ethical Consumption and Community Focus
Sarah's Books distinguishes itself by its commitment to supporting libraries and independent bookstores. Instead of Amazon links, it integrates with Libby for library access. Purchases through Bookshop.org direct a portion of sales to independent bookstores.The app also supports Libro.fm, an audiobook platform that partners with local bookstores. Users can create profiles to add books, share authors, and get personalized recommendations. Ritter also created Summer Camp Finder for Seattle families.
The Founder's Journey
Ritter's previous company, Tribute, shut down after eight years. She described feeling "a fair bit of failure" when it didn't achieve the hoped-for trajectory. She previously served as director of product marketing at Microsoft. She now works at Workato, a workflow automation platform."The vibe coding stuff for me and Sarah’s Books in particular, is very full circle, because I’m using a lot of what I learned at Tribute. It suddenly doesn’t feel like it was all for naught, which is kind of nice.”
What's Next
Ritter is experimenting with the "Book Mashups" feature, exploring the potential for AI to create unexpected connections between authors. The focus remains on refining the recommendation engine and expanding the curated themes. Long-term sustainability will depend on user adoption and the continued support of independent bookstores.Why It Matters
- Personalized Discovery: Sarah's Books offers a counterpoint to algorithmic overload by prioritizing a curated, taste-driven approach to book recommendations.
- Ethical Consumption: By steering users away from Amazon and towards libraries and independent bookstores, the app promotes a more sustainable and community-focused reading ecosystem.
- AI for Good: The project demonstrates how AI can be used to enhance human curation and support cultural institutions, rather than simply automating tasks.
- Founder Resilience: Ritter's story highlights the potential for founders to leverage past experiences and skills in new and unexpected ways after a setback.
- IndieWeb Example: Sarah's Books embraces a more independent vision of the web by avoiding the usual tech giant dependencies.
Source: GeekWireGeekWire
Disclosure: This article is for informational purposes only.
