Usually, rather than just planting trees, carbon offsets do things like replacing inefficient equipment or processes in developing countries. There's a lot of low hanging fruit that can be decarbonised / reduced significantly with a little bit of investment.
Over time these low hanging fruit will all be picked resulting in an increase in the cost of carbon offsets.