John Somerville, 3rd Lord Somerville (died 1491) was the son of William Somerville, 2nd Lord Somerville and Janet Mowat. He was a member of the Scottish Parliament. In 1449 he fought with the Scots who defeated the English at Sark. He was also present at the siege of Roxburgh in 1460 during which James II of Scotland died.
Somerville first married Helen Hepburn. He was succeeded by their grandson John Somerville, 4th Lord Somerville, the son of William, Master of Somerville. Their daughter Elizabeth married Gillespic (Archibald) Campbell, Master of Campbell, and was the mother of Colin Campbell, 1st Earl of Argyll.
After Helen's death, John married Mariota Baillie, daughter of Sir William Baillie of Lamington. John's son by Mariota Baillie, John Somerville of Cambusnethan, was called 'Red Bag' on account of the red satin satchel he carried while hawking. Red-Bag would later be involved in rivalry over the Somerville family estates. After Lord John died, Mariota married John, Lord Ross.
On 9 July 1466, Lord John, with the Boyds, Adam Hepburn, Master of Hailes, and Andrew Ker of Cessford, abducted James III of Scotland who was hunting near Linlithgow Palace to Edinburgh. The Boyds then attempted to gain control of the Scottish government for two years. Although John Somerville himself had assisted the Boyds at the abduction, in November 1469, Lord John attended the Parliament that condemned Sir Alexander Boyd to beheading for the abduction of James III in 1466.
According to the family history written by the 11th Lord Somerville, Lord John's heir, William, Master of Somerville, was born in 1453. He married firstly Marjorie Montgomery in June 1476. The 11th Lord wrote that James IV of Scotland visited Lord John at Cowthally Castle in September 1489, following the marriage of John's second son, John 'Red Bag' Somerville to Elizabeth Carmichael. (Elizabeth by her previous marriage was a sister-in-law of George Douglas, 4th Earl of Angus's wife) However, there is no record of this visit in the King's financial accounts.