1. Most people like pears.

2. Almost all people like pears.
3. Almost every person likes apples.
4. Almost all the people like apples.
(Are they all the same and grammatical?)

They are all grammatical and mean about the same. However, 1 is most used. Number 4 is not used very often as it implies a specific group of people.