Goodreads has been the default reading app for over a decade. Hundreds of millions of books tracked, billions of ratings, shelf after shelf of want-to-reads. It is genuinely useful for a specific thing: logging what you have read.
But try to use it to find what to read next, and you run into a wall.
What Goodreads is good at
Goodreads is a reading diary. It tracks your history, shows you what your friends have been reading, lets you set annual reading goals, and surfaces reviews from other readers. For those things, it works well.
The social layer is genuinely useful if you have friends who read in similar genres. Seeing that someone whose taste you trust gave a book five stars is meaningful signal.
What it cannot do
Here is what Goodreads cannot tell you:
Find me enemies-to-lovers books where the slow burn takes at least half the book.
Find me dark romance that is not a stalker story.
Find me romantasy like ACOTAR but with a stronger heroine from chapter one.
Find me contemporary romance with real emotional depth and no love triangle.
These are the actual questions readers have. They are trope-level questions. Goodreads has no way to answer them.
The "readers also enjoyed" recommendations on Goodreads are generated from co-reading patterns: books that tend to appear on the same shelves or in the same reading lists. This gives you genre-level similarity. If you loved a fantasy romance, it might recommend another fantasy romance. But it cannot tell you whether that book has the same slow-burn enemies dynamic you loved, or whether the romance takes a back seat to the plot.
The shelf problem
Goodreads shelves are user-created and inconsistent. Some readers have a "slow-burn" shelf. Most do not. Some tag books as "enemies-to-lovers." Most just put them under "romance" or "favourites." There is no standard vocabulary, no consistent tagging, no way to search across the whole catalogue by what actually happens in a book.
This means that even when the information exists somewhere on Goodreads, it is not surfaced in any useful way.
What actually helps
The readers who are best at finding their next book have figured out workarounds. They follow BookTok accounts that specialise in specific tropes. They join subreddits like r/RomanceBooks where they can ask "I loved the enemies dynamic in The Hating Game, what gives me the same feeling?" They ask in Facebook groups dedicated to dark romance or slow burn or romantasy.
These communities work because they operate at the trope level. People in those spaces know the vocabulary. They know the difference between slow burn and forced proximity. They know what "morally grey hero" actually means. And they can match your taste to a specific book.
The problem is that this requires effort, time, and knowing where to look.
A better way to search
TropeQuest is built around tropes rather than genre or sales rank. You can browse every enemies-to-lovers book, or every slow burn, or every dark romance, sorted by reader rating.
Or if you have a specific book in mind, the Because You Like tool lets you pick a title and immediately see other books that share its tropes and mood. It is the question your Goodreads recommendations cannot answer: "what feels like this, exactly?"
Goodreads is for tracking. TropeQuest is for finding.