Lobstersearchv0.1.2

An AI agent helps busy professionals discover and purchase products like office supplies, electronics, or personal care items. It uses search to find businesses, browses catalogs for specific models, checks stock, and completes orders with Stripe payments, saving time on routine shopping tasks.

Travelers use an AI agent to find restaurants, cafes, or services in a new city. The agent searches based on natural language queries (e.g., 'vegan brunch near Marina Bay'), compares options with details and compare tools, and can book or purchase items directly through the commerce tools.

Small business owners leverage an AI agent to source inventory or supplies from local vendors. The agent discovers businesses with search, explores product catalogs with variants, checks availability in real-time, and manages bulk orders through create_order and confirm_order, streamlining procurement workflows.

Patients use an AI agent to find and book appointments with clinics or pharmacies. The agent searches for healthcare providers, retrieves detailed profiles with hours and services, browses catalog offerings like consultations or medications, and facilitates payments for services through the order lifecycle.

Event planners employ an AI agent to source vendors for catering, decor, or rentals. The agent discovers businesses with specific types, compares them side-by-side, checks product availability for large orders, and manages transactions securely, ensuring smooth event execution.

LobsterSearch charges a small percentage fee on each completed transaction processed through Stripe Connect. This aligns revenue with platform usage, incentivizing high-volume commerce activities by businesses and agents.

Businesses pay a monthly or annual subscription to list their catalogs and access advanced features like detailed analytics or priority support. This provides predictable revenue while encouraging long-term platform engagement.

Large enterprises or developers license the MCP tools for custom AI agent integrations, paying based on API call volume or through enterprise agreements. This model scales with high-demand usage and complex deployments.