Daniel - I assume you are doing these queries on the server side. If that's the case, you may want to just cache song results. Given that your queries will likely be focused on the most popular music, even a small cache will greatly reduce the number of calls you need to make to the Echo Nest. That's the technique I used in Sort Your Music
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