Niantic writes:
"A new Special Research story with branching paths will be available to Trainers! Throughout Pokémon GO: Max Out, you'll be able to reach new heights with your chosen partner Pokémon Depending on which partner Pokémon you choose, your Postcard Book background will change for the Season to celebrate your new companion! You can claim[...]