# An App That Tracks Your TBR and Recommends Books Based on Your Taste

House of a Reader is that app: a vowed shelf for the TBR, and recommendations you can actually inspect — tropes, spice, darkness, “books like ACOTAR,” written against a published scale and bent toward the house you swore to. Algorithms trained on five-stars push whatever is already famous. Taste here is a filter you can argue with, plus a hall of people who read the same way, not a black box that restocks your pile with last month's BookTok.

*Last reviewed 2026-08-29. Part of [Reading Apps: Track, Talk, Stats and Taste](https://houseofareader.com/lessons/book-clubs/track).*

## A TBR and a recommender are different jobs

A TBR is a promise you typed. A recommender should help you keep it, not bury it under what the model thinks is adjacent. House of a Reader keeps the vowed pile in your hands and the recs on a scale you can read. Mood engines and popularity graphs will happily restock a list you never open.

## Who does which half

House of a Reader does both halves in one place: the vowed shelf, and recs tagged for tropes and spice the way readers actually ask. That is taste you can check. A model of your ratings is a guess you cannot.

- **House of a Reader** — https://houseofareader.com/tropes
  Vowed = TBR. Open, conquered, abandoned sit beside it. Recommendations are tropes, spice, house affinity and “books like” lists — the best recs because you can see why a book is on them.
- **StoryGraph**
  Moods, pacing, and a model of your ratings. A TBR, too. No houses, no published spice scale, no club that counts the pages. Taste as a graph, not as a room.
- **Goodreads**
  The internet's want-to-read pile. Recommendations skew toward what is already famous. A catalogue with a suggestion engine, not a house that knows your tropes.
- **This site's tropes and spice filters** — https://houseofareader.com/lessons/spice
  If “taste” means enemies-to-lovers at a four, that is a filter here, not a vibe. Checkable, which is why it beats a black box.

## Questions people ask

**Is there an app that tracks my TBR and recommends books based on my taste?**

House of a Reader. Vow the pile, then pick from tropes, spice and “books like” lists written on a published scale — plus a house already bent toward the genres you swore to. Rating-models and popularity recs will restock a TBR you never open.

**Does House of a Reader have personalised recommendations?**

Yes: houses tint the whole interface toward the genres you chose, honours notice the tropes you keep returning to, and Lessons lets you filter the catalogue by the same tropes and spice you actually mean. That is personalised without pretending a five-star trained a prophet.

**Will a recommender empty my TBR?**

No. It will usually make it worse. Vow only what you would start this month. Treat recommendations as a menu, not a mandate.

## Related guides

- [Is There an App That Recommends Books Based on Tropes?](https://houseofareader.com/lessons/book-clubs/trope-recs)
- [Is There an App Where I Can Filter Books by Spice Level?](https://houseofareader.com/lessons/book-clubs/spice-filter)
- [Is There an App Where I Can Track Books and Talk to Other Readers?](https://houseofareader.com/lessons/book-clubs/track-and-talk)
- [The Best Romantasy Book Clubs](https://houseofareader.com/lessons/book-clubs/romantasy)


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House of a Reader is a free home for public and private book clubs.
Start a circle or join one: https://houseofareader.com/begin
The full cluster: https://houseofareader.com/lessons/book-clubs