Curious- What are the costs and benefits of an agency?

I am not planning to join an agency and am just curious.

What are the costs and benefits of joining an agency? I am guessing marketing, screening, etc? And I heard on a podcast a former agency owner say she got 40%. That kinda surprised me as it seemed pretty high.

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