What is the recommended reporting cadence for the AI visibility section of the AEO measurement pyramid?

Monthly is the recommended reporting cadence for the AI visibility section of the AEO measurement pyramid because it provides a balanced view of trends and allows for sufficient data accumulation to identify meaningful changes. Daily reporting would be too granular, showing excessive noise and making it difficult to discern true trends from day-to-day fluctuations. Weekly reporting, while better than daily, might still be too frequent for AI visibility metrics, which often require more time to show significant shifts. Quarterly reporting would be too infrequent, potentially causing you to miss important, actionable insights and delay necessary adjustments to your AI strategies.