A good solar panel monitoring app shows:

• Current yield (Watt or kW)
• Revenue per day, week, month or year
• Consumption and feed-in to the grid
• Battery status (if any)
• Any error messages or performance anomalies

Some advanced systems also show temperature, solar irradiance and individual panel performance.