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Life & fun · alternatives · 2026

24 alternatives to A book recommendation engine backed by 7 million book ratings

Book recommendations that don't suck. Magically disambiguate your weird taste in books, and see what worlds may unfurl before you.

A book recommendation engine that analyzes 7 million book ratings to suggest titles matched to reader preferences. Launched in 2020, the tool helps people discover new books based on their reading history and tastes.… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. A book recommendation engine backed by 7 million book ratings launched in 2020; newer entries below may have overtaken it.

  1. 1

    Find new books that break you out of your echo chamber!

    2020 · abooklikefoo.com · its alternatives →

  2. 2IS

    Hi everyone, For the past couple months I've been working on a website with two main features: - https://book.sv - put in a list of books and get recommendations on what to read next from a model trained on over a billion reviews - https://book.sv/intersect - put in a list of books and find the users on Goodreads who have read them all (if you don't want to be included in these results, you can opt-out here: https://book.sv/remove-my-data) Technical info available here: https://book.sv/how-it-works Note 1: If you only provide one or two…

    Nov 2025 · book.sv · its alternatives →

  3. 3

    Librarian-Ai.com is for sale on Spaceship. Secure checkout and quick transfer. See all purchase options. No hidden fees.

    2023 · librarian-ai.com · its alternatives →

  4. 4

    Discover the next book to read based on your preferences

    2020 · nextbooktoread.com · its alternatives →

  5. 5

    Not sure what book to read next? Let artificial intelligence find the next book for you to read. Type in the titles of books you like and see what book recommendations AI will find for you out of more than a million titles. Enjoy reading!

    2021 · readow.ai · its alternatives →

  6. 6

    Largest curated collection of 6,500+ book recommendations.

    2020 · goodbooks.io · its alternatives →

  7. 7MB
  8. 8

    Book ratings in a funny way!

    2021 · its alternatives →

  9. 9SW

    Hi HN, Every year, we ask thousands of readers (and authors) to share their 3 favorite reads of the year. Now you can enter a book/author you love and see what books readers loved who also loved that book/author. Try it here: https://shepherd.com/bboy/2025 This goes wide and doesn't try to limit itself to the genre, so you get some interesting results. What do you think? Background: I want better recommendations based on my reading history. I'm incredibly frustrated with what is out there. This system is based on 5,000 readers voting on their 3 favorite reads…

    Dec 2025 · shepherd.com · its alternatives →

  10. 10RS
  11. 11TB
  12. 12
    Hypelist▲250

    Discover personalized recommendations of everything you love

    2024 · hypelist.com · its alternatives →

  13. 13

    Books recommended by the world's most successful people

    2020 · mostrecommendedbooks.com · its alternatives →

  14. 14

    Your AI-powered book recommender to learn anything

    2023 · everlearns.com · its alternatives →

  15. 15

    Discover, organise & discuss books

    2022 · literal.club · its alternatives →

  16. 161B
  17. 17

    Hey HN! I love finding new books to read on here. I wanted to gather the most mentioned books and recreate the serendipity of physical browsing. I scraped 20k comments from HN threads related to reading, extracted the references and opinions using GPT-4o mini, and visualised their embeddings as a map. - OpenAI's embeddings were processed using UMAP and HDBSCAN. A direct 2D projection from the text embeddings didn't yield visually interesting results. Instead, HDBSCAN is first applied on a high-dimensional projection. Those clusters tend to correspond to different genres. The genre…

    2024 · hnbooks.pieterma.es · its alternatives →

  18. 18

    AI-powered book recommendations

    2023 · its alternatives →

  19. 19

    Discover books you'll love based on your reading history!

    2024 · its alternatives →

  20. 20
    Readwell▲153

    Find books you’ll love with AI-powered recommendations.

    2025 · apps.apple.com · its alternatives →

  21. 21

    The perfect place to share quickly your reading experience.

    2022 · its alternatives →

  22. 22

    Discover a new book every time you open a new tab.

    2017 · its alternatives →

  23. 23
    pipeRead▲102

    Hi HN, Piperead is a free web tool that uses AI to act as a personalized librarian. Instead of just genre tags, we use specific "personas" to generate recommendations. The goal was to make something simple, fast, and free. Because we achieved to keep minimum cost. The site is live at https://piperead.com We are trying to fine-tune the recommendation quality. Feedback on the UX and the recommendation relevance is very welcome.

    Dec 2025 · piperead.com · its alternatives →

  24. 24

    Hello HN, I noticed that I often looked for new books, depending on my mood (e.g., if I'm feeling tired, I want to find books that'll help me fix that and improve my sleep). So, I created my 1st indie project, BooksByMood. BooksByMood will help you find your next read based on your mood w/ - Books averaging 4.09/5 on Goodreads - Each book comes with an explanation of why it's selected for your mood - 18 moods to explore I hope you'll enjoy using the website, Cheers!

    2024 · booksbymood.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →