Not with the Designer writing to a PDF which you then pass on to others. You may be able to provide a link and then the browser could be called from Reader opening the page 2 PDF in a different window. But to include this into the design and display it as part of your PDF is not possible.
The use case would be more for AEM Forms server using Assembler functionality. There you could assemble a PDF from different sources and as a result you get your 3 pages which is then sent to the user.
But that requires a server setup and licensing to be in place.