Why does the motherboard processor and RAM had the same or compatible form factor?

There are separate industry standards for each so that products can be compatible from vendor to vendor.

For example, motherboards have standard connectors and sizes for different chassis configurations. RAM have different connector conventions so you cannot put the wrong type of ram into your computer.