And I don't even mean they could be underwater creatures etc., which is also a possibility.
Imagine Earth as we know it, inhabited by humans as we know them, but no fossil fuels (due to a different geological history), very few metal ores (making every metal as scarce as, say, platinum) - and you're stuck in an eternal stone age, possibly with more advanced social organization, but never getting beyond our ancient or medieval standards.