# Demand Discovery AI™ (demanddiscovery.ai)

Scores startup ideas by gathering real buyer quotes and search, hiring and launch signals, then recommending build, pivot or kill.

- Atlas card: https://inite.ai/en/atlas/demanddiscovery.ai
- Site: https://demanddiscovery.ai
- For: Founders who want evidence of real demand before they build, pivot, or raise money on a startup idea
- Categories: sales
- Use 0/100 · alive 100/100

## Used for

- Score a startup idea's demand before writing code
- Draft outreach to matching prospects and track their replies
- Compile quoted buyer evidence behind a startup idea

## Price

- from 49 USD/one-time, free plan (read 2026-10-21 on https://demanddiscovery.ai/pricing)

## For developers

- MCP server: ai.demanddiscovery/mcp (namespace; open on 2026-10-21, 10 tools)
- Read 2026-10-21

## MCP server, measured daily

Server: https://mcp.demanddiscovery.ai/api/mcp, checked every day since 2026-10-21 (1 checks).

- Answered: measuring, 1 daily checks so far
- Median first answer: 225 ms
- Sign-in: none
- Context its tool definitions take: about 5750 tokens (10 tools)
- Tool definitions: A, 100/100
- Method: https://inite.ai/en/atlas/mcp/report

## Your data

- Certifications stated: none
- Read 2026-10-21

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Source: INITE Atlas, https://inite.ai/en/atlas/demanddiscovery.ai. JSON: https://inite.ai/api/atlas/demanddiscovery.ai. MCP: https://inite.ai/api/mcp (atlas_lookup).