# Demand Discovery

> Use this tool when you need to validate startup ideas and assess market demand. Demand Discovery AI analyzes behavioral market signals to provide demand scoring and validation, helping you make informed decisions before committing to development. It takes in startup ideas as input and outputs demand scores, enabling data-driven decision-making for sales agents and founders.

Canonical page: https://skillsregistry.net/skills/demand-discovery  
JSON: https://api.skillsregistry.net/v1/skills/demand-discovery

## Description

Demand Discovery AI helps sales agents and founders validate startup ideas using behavioral market signals rather than surveys. The MCP server exposes demand scoring and validation experiment tools, enabling AI agents to assess market pull for ideas before committing to development.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/demand-discovery)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "demand-discovery"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/demand-discovery` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/demand-discovery/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt