The couple confirmed the news via Blake's own lifestyle website, Preserve, with a picture of the actress holding her baby bump.
The image, taken by her brother Eric, caused the website to crash.
Lively wrote: "The entire next month will be sprinkled with highlights for women in this exciting chapter of their lives. Congratulations to all the expecting mothers out there."
The former Gossip Girl star married Reynolds in September 2012.