{"example_only":true,"service":"seasonal_demand_calendar","note":"Illustrative output from synthetic product facts; paid results depend on supplied facts.","name":"Marketplace Seasonal Demand Calendar","marketplace":"amazon_us","input_summary":{"category":"outdoor_garden (Outdoor & Garden)","product":"Northstar Raised Garden Bed Kit","supplier_lead_time_days":60,"listing_refresh_lead_days":21},"output":{"peak_months":["April","May","June"],"month_preview":[{"month_name":"February","demand_tendency":"moderate","action":"Order inventory now to land before a peak (≈60-day supplier lead time)."},{"month_name":"May","demand_tendency":"peak","retail_events":["Mother's Day (mid-May)"],"action":"Peak window: inventory should already be landed and seasonal copy live. Monitor stock daily."},{"month_name":"July","demand_tendency":"elevated","retail_events":["Independence Day (Jul 4)","Amazon Prime Day (mid-July)"],"action":"Above-baseline demand: keep stock and seasonal copy current."}],"restock_windows":[{"peak_month":"May","target_month":"March","note":"Order by March to land before the May peak, using your 60-day lead time."}],"publish_status":"draft_needs_review","safety":"A general planning calendar from a fixed US-retail seasonality knowledge base, not a forecast of your sales. No account, listing, or demand data is read, and nothing is ordered, edited, or published."}}