The 51-year-old Manohar Lal, who is a wholeseller of potato, was outside his shop when one Chandan fired at him last night, a senior police official said.
But the businessman had a miraculous escape as the bullet grazed his shoulder.
Lal then chased and caught Chandan, while three others managed to escape.
The attack was due to personal enmity, the official said.