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Pricing Intelligence Agent

Compares merchant prices against market distributions from the Reach Dog intelligence graph. Surfaces margin risk, competitive price movements, and pricing opportunities.

Endpoint: POST /a2a/pricing-agent

Skills

Market Price Position

Shows where each product sits in its cluster's price distribution relative to the market median.

Example queries:

  • "Am I priced right on my kitchen knives?"
  • "Where do my prices sit relative to the market?"

Price Trend Analysis

Describes how prices in a category have moved over the recent window using monthly aggregates.

Example queries:

  • "How have yoga mat prices trended over the last 6 months?"
  • "Show me the price movement in premium kitchen knives"

Margin Risk Analysis

Flags products whose prices sit above the market percentile threshold and are at risk of lost demand.

Example queries:

  • "Which products am I overpricing?"
  • "Flag margin risk in my outdoor furniture line"

Competitor Pricing Comparison

Compares merchant prices against competitors in the same product clusters.

Example queries:

  • "How do my prices compare to competitors?"
  • "Show me the cluster price spread for my chef knives"

Price Adjustment Opportunities

Identifies clusters where a price adjustment could improve competitiveness and demand capture.

Example queries:

  • "Where could I lower prices to capture more demand?"
  • "Suggest price adjustments for maximum impact"

Input/Output

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