IIRC the full reveal - and also why the game is titled Horizon Zero Dawn - is quite late. But I think the general theme, that those robots run on biomass is mentioned quite early, although not quite in the sense as it is portrayed in the reveal.

Yes, this is a late game revelation. I don’t get see why people don’t think it’s a spoiler personally.