Comment by costco

If you want recommendations solely based on one book, please try the similar page: https://book.sv/similar?id=13566692

These seem to fit the description you are going for better. The model is trained to predict the next book in the sequence. Those other books you listed happen to be very popular, so in the absence of information about you (only having 1 book), the model will tend to recommend those.