In the 970s, in the wars for control of Brittany, he subjugated the county of Rennes, Duke Conan I affirmed the rights of his family in the region. Around 977, his father died and he succeeded in his counties.
Near 995, he enterred into a war against Fulk, who was already at war with Conan of Brittany. Odo allied with his brother-in-law William IV of Aquitaine and Baldwin IV of Flanders. Even his old enemy, Richard of Normandy joined in the war on Fulk. In the winter of 995 – 996, they besieged Langeais, but the arrival of the forces of the king forced their retreat.