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Gap Agent

Identifies revenue opportunities in e-commerce catalogs by mapping product coverage against analyzed search keywords and voice-search questions. Quantifies gaps by search volume, CPC, competition density, and projected revenue opportunity.

Endpoint: POST /a2a/gap-agent

Skills

Catalog Gap Analysis

Analyzes a product category or merchant catalog against the Reach Dog intent graph to identify categories where consumer search demand exists but product supply is thin or absent.

Example queries:

  • "Where are the gaps in the outdoor furniture market?"
  • "What product categories am I missing in home fitness?"
  • "Show me unserved demand in premium kitchen equipment"
  • "What are consumers searching for that nobody is selling?"

Gap Revenue Sizing

Quantifies identified market gaps by search volume, CPC economics, competition density, and projected revenue opportunity.

Example queries:

  • "How much revenue am I leaving on the table in kitchen knives?"
  • "What is the total addressable demand in the yoga mat gap?"
  • "Quantify the opportunity in eco-friendly cleaning products"

Gap Prioritization

Ranks identified gaps by a composite score of demand size, competitive feasibility, and margin potential to recommend which gaps to fill first.

Example queries:

  • "Which gaps should I fill first for maximum ROI?"
  • "Rank my market opportunities by feasibility"
  • "What is the lowest-hanging fruit in my category gaps?"

Product Expansion Recommendations

Suggests specific product types to add based on gap analysis, competitive landscape, and demand signals from the product cluster graph.

Example queries:

  • "What products should I add to compete in premium yoga equipment?"
  • "Suggest products to fill the Japanese kitchen knife gap"
  • "What should I sell in the eco-friendly pet products space?"

Catalog Onboarding

Automatically extracts a merchant's product catalog from their store URL or CSV upload, matches products against the Reach Dog data graph, and generates a personalized market-position profile.

Example queries:

  • "Analyze my store at https://premiumknives.com"
  • "I uploaded my product catalog -- what does my market look like?"
  • "Scan my WooCommerce store and show me where I'm missing demand"

Input/Output

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