Should I buy furniture online or in-store? What are the pros and cons?

What are the pros and cons of buying furniture online versus in-store?

How do I assemble furniture if it comes in flat-pack?

Are there any safety considerations when buying furniture for children or pets?

Can I customize furniture according to my preferences?