Lingo Mastery provides over 100 short dialogues in a series of advanced beginner books (about A2 on the CEFR scale) for various languages.
Lingo Mastery’s Conversational Dialogues doesn’t take the immersive approach that you will find in other graded readers. Instead, they provide a full English translation of each text. There are no vocabulary lists or comprehension questions like in their Short Stories series, but you will read conversations that take place in over a hundred different scenarios. If your goal is to accumulate vocabulary based on situations that you may encounter in your everyday life, then Lingo Mastery is probably a good investment.
If you want to follow real-life conversations that are part of a continuous story, you may want to check out Olly Richards’ 101 Conversations. Also, if you are looking for a series of books that will keep you captivated, Mandarin Companion and ESLC provide graded readers that simplify famous stories into Chinese and Spanish.
If you do decide to invest in these readers, make sure to buy the Kindle version, which is about 20% of the paperback price. There are also previews available on Amazon.