The European Union is currently reforming its Common Fisheries Policy. Initial discussions suggest the issue of improving transparency and accountability in EU fisheries will be taken seriously, with specific recommendations being made on introducing transparency and anti-corruption clauses in EU Fisheries Partnership Agreements signed with third countries. Such recommendations come at a time when calls for improving transparency and accountability in fisheries are gaining momentum, not only from civil society, but also from the fishing industry. The CFP therefore represents an opportunity to advance the notion of access to information and accountability in international fisheries, not only within the EU. Yet this call for improving transparency that has accompanied the CFP reform process has yet to be elaborated on, and recommendations remain vague. This paper aims at deepening the debates on how transparency can be achieved through the CFP reforms, considering both the benefits and the limitations to transparency reforms. The paper puts forward some key discussion points that could be used as the basis for the development of a coherent and thorough strategy on transparency in fisheries, driven by the EU in collaboration with partner organisations, including the fishing authorities of developing countries.