Should I seal the latex paint on my deck? And, if so, with what?

Deck is 7 years old, treated wood (8x8 foot). I painted it with red brick barn and fence paint which held up nicely for 3 years. It started to fade so I painted it again (3 coats). It seems like the wood is absorbing the paint and disappears. What can I do?
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