Grover's intentions were to intercept any Confederate retreat from Fort Bisland or turn enemy's position. In the morning hours of April 13, 1863, Grover's forces landed around Franklin where they were able to scatter Rebel troops attempting to prevent them from disembarking. That very same night, Grover gave orders to the division to cross Bayou Teche and make preparations for a morning attack towards Franklin. While Grover was making preparations, Confederate Major General Richard Taylor sent troops to deal with Grover. The very next morning on April 14th, Taylor and his troops were about a mile and a half to the north of Franklin at Nerson's Woods. Grover's leading brigade then marched out a few miles where Rebels met them and a skirmish ensued.
The battle was described as intense with the Rebels attacking and forcing the brigade to fall back. Around this time, the now Union owned gunboat, USS Diana, showed to anchor the Confederate right flank. Just as Grover was making plans for an attack, the now outnumbered Confederates were forced to retreat allowing the Union to take the area. In combination with a victory at Fort Bisland two days earlier, the victory at Franklin all but guaranteed the success of Union Major General Banks' West Louisiana expedition as there were few Confederate soldiers in the area.