Powering Multiple devices off one battery backup
You want to connect the devices in parallel, not series, if they all want 12 volts.

You can buy "Y cords" or "Splitter cables" that have a single female barrel connector and two or more male connectors - no soldering required. Male to female barrel connector cables are also readily available, if the splitter ends won't reach all your devices.