Throughout his life Edward Bloom has always been a man of big appetites, enormous passions and tall tales. In his later years, he remains a huge mystery to his son, William. Now, to get to know the real man, Will begins piecing together a true picture of his father from flashbacks of his amazing adventures.

New York fashion designer, Melanie Carmichael suddenly finds herself engaged to the city's most eligible bachelor. But her past holds many secrets—including Jake, the redneck husband she married in high school, who refuses to divorce her. Bound and determined to end their contentious relationship once and for all, Melanie sneaks back home to Alabama to confront her past.

Samantha Hughes, a teenaged Kentucky girl, never knew her father, who died in Vietnam before her birth. Samantha lives with her uncle Emmett, who also served in Vietnam. Emmett hangs around with Tom, Earl, and Pete, three other Vietnam vets who, like Emmett, all have problems of one kind or another that relate to their war experiences. Samantha becomes obsessed with finding out about her father.