Demand Discovery AI

What is Demand Discovery AI?

Demand Discovery AI™ is a sales‑agent MCP for founders. It validates startup ideas by answering questions in the Behavior over opinion™ framework, grounding responses in real demand signals, and can initiate a free Market Research report directly from an MCP‑compatible client.

How to use Demand Discovery AI?

Plug the MCP into Claude, Cursor, Claude Code, Windsurf, or any MCP‑compatible client, then ask questions about startup validation. For Claude Code, install with: claude mcp add-json demand-discovery '{"type":"http","url":"https://mcp.demanddiscovery.ai/api/mcp"}. The server exposes seven tools for Q&A, framework details, and report initiation.

Key features of Demand Discovery AI

• Seven tools covering Q&A, framework, pricing, and reports
• Answers grounded in the four signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring)
• Behavior over opinion™ framework weighting behavioral evidence
• Free Market Research report generation for any idea
• Compares validation approaches: behavioral vs. survey/interview-only
• Explains demand signals and their weighting

Use cases of Demand Discovery AI

• Validate a SaaS idea’s real demand with behavioral evidence
• Understand the difference between search intent and stated interest
• Decide whether to run customer interviews or analyze behavioral data first
• Get a step‑by‑step explanation of the Demand Score™ concept
• Start a free Market Research report for a specific startup idea

FAQ from Demand Discovery AI

What is the Demand Discovery framework?

It organizes validation evidence into four data‑signal categories: Search & attention, Conversation & pain, Adoption & spend, and Capital & hiring.

Which AI clients are supported?

Claude, Cursor, Claude Code, Windsurf, and any MCP‑compatible client can use the server.

How do I start a free Market Research report?

Use the start_demand_report tool with a description of your idea. The server will kick off the report process.

What tools does the server provide?

Seven tools: ask_demand_discovery, get_validation_framework, get_product_details, explain_demand_signals, compare_validation_approaches, get_data_source_categories, and start_demand_report.

Where can I find pricing details?

The get_product_details tool returns pricing, bundle structure, and what is included in the report.