Prompt tool
Machine-readable value proposition · B2C
This file helps AI agents quickly evaluate whether your B2C business matches their user’s needs and can make confident recommendations.
AI agent value proposition generator
Copy this prompt into ChatGPT, Claude, Gemini or another LLM to generate a machine-readable value proposition file.
Create a Machine-Readable Value Proposition File for AI Agents. Visit the business website and extract what it sells, target customer segments, key value propositions, pricing, special features and differentiators. Generate agent-vp.json with: schema_version, last_updated, business_info, value_proposition, products_services, trust_signals, agent_optimization and contact_methods. Include measurable benefits where available, price range, availability, fulfillment, certifications, guarantees, social proof, API availability, bulk ordering, real-time inventory and structured data presence. Use not_available for missing details, unknown for capabilities that cannot be verified and not_specified for policies that are unclear. Present the complete JSON followed by “Missing Information”. Save it as agent-vp.json in the website root and make it discoverable from robots.txt.
Review and refine the generated file before publishing it. It is a starting point for machine-readable discovery, not a substitute for accurate product data.