Demand Intelligence Agent

Tracks how consumer demand shifts across categories, seasons, audiences, and use-cases. Powers merchandising planning, seasonal forecasting, and market sizing.

Endpoint: POST /a2a/demand-agent

Skills

Trend Detection

Detects emerging and declining search trends using weekly dimension aggregates.

Example queries:

• "What trends are emerging in kitchenware?"
• "Which categories are declining in my space?"

Seasonal Forecasting

Identifies seasonal demand patterns from historical weekly aggregates.

Example queries:

• "What's the seasonal pattern for outdoor furniture?"
• "When does yoga mat demand peak?"

Demand Velocity

Reports the rate of change of keyword demand over the recent window.

Example queries:

• "How fast is demand growing for insulated water bottles?"
• "Show me demand velocity for home fitness"

Audience & Occasion Shifts

Tracks how demographic and occasion patterns are changing for a category.

Example queries:

• "How is the audience for yoga gear changing?"
• "Which occasions are growing in kitchenware?"

Market Sizing

Aggregates keyword search volume and CPC data to estimate total addressable demand for a category.

Example queries:

• "How big is the kitchen knife market?"
• "Size the yoga mat opportunity"

Input/Output

• Input modes: text/plain
• Output modes: application/json, text/plain