The honest outage answer
Panels alone usually turn off.
Grid-connected solar normally shuts down during an outage. This helps protect utility workers who are repairing the lines.
A properly designed solar-and-battery system can disconnect from the grid and power selected parts of the home. Backup depends on the battery, inverter, switchgear, system design, and what you choose to run.
A battery is not unlimited power.
A refrigerator, a few lights, and internet use much less energy than central air conditioning, a water heater, or a pool pump.
Read the Florida backup guide