Goyal said India wants "1,580 Suzukis," citing Suzuki's India business as bigger than its Japanese parent by market cap.
A 220-plus member Indian delegation is in Japan from August 24-27 to deepen trade ties and review the 2011 trade pact.
Japan has set a $62 billion investment target for India over the next decade, with $1.2 billion invested so far.