The Next.js app router introduces complexities in Apollo Client's data fetching strategy by requiring data to be fetched independently on both server and client sides under certain circumstances. This can lead to issues like duplicated requests and data mismatches, which Apollo Client addresses through specific handling strategies and optimizations in its SSR implementation.