Demand Discovery AI™
Free plan · From $49 onceActively maintained
≈ 2visits/mo
Little sign of use · estimate, read Oct 13, 2026
- For
- Founders who want evidence of real demand before they build, pivot, or raise money on a startup idea
- Price
- Free plan · From $49 oncepricing page, read Oct 21, 2026
- Activity
- Actively maintainedsite updated today
- 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
- Has an MCP server (1 in the registry)public registry →
- Publishes llms.txt, a file written for AI assistantsdemanddiscovery.ai ↗
Free plan · From $49 once
- MCP serverai.demanddiscovery/mcpverified in the MCP registry
- Stateanswers, 10 toolschecked 2026-10-21
- Address to connectmcp.demanddiscovery.ai/api/mcp
- MCP docsmcp.demanddiscovery.aithe vendor's page ↗
This card as JSON, for your agent →
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
Figure and bar: visits/mo, estimate · year: online since
- #1
Bounce WatchMCP · open
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Causo
Searches the live web for companies matching a written description, finds decision makers and drafts outreach citing the evidence found.
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FundzMCP · open
Tracks company signals such as funding rounds, executive moves and hiring, and scores companies against your offer to produce prospect lists.
3.9kActiveFrom $49/mo2015 - #4
Preuve AIMCP · sign-in
Scans 60 live data sources to score a startup idea's viability and map its competitors with pricing and funding data.
805ActiveFrom $59 once2026 - #5
GetleadMCP · open
Finds B2B prospects, verifies their email addresses, and sends cold email sequences that book meetings.
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Ciro
Identifies qualified accounts, enriches contact data, and drafts personalized outbound sequences for sales teams.
186Maintained2024
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betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
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Sign in to leave a noteWhat is Demand Discovery AI™?
Scores startup ideas by gathering real buyer quotes and search, hiring and launch signals, then recommending build, pivot or kill. It is listed in the Atlas under Sales.
Who is Demand Discovery AI™ for?
Founders who want evidence of real demand before they build, pivot, or raise money on a startup idea
How much does Demand Discovery AI™ cost?
Demand Discovery AI™ has a free plan; paid plans start at $49 once, per its pricing page on 2026-10-21.
Is Demand Discovery AI™ free?
Yes, Demand Discovery AI™ has a free plan, per its pricing page on 2026-10-21.
Do people use Demand Discovery AI™?
Little sign of use: ≈ 2 visits/mo · estimate, 2026-10.
Is Demand Discovery AI™ still maintained?
Actively maintained: site updated today.
What are alternatives to Demand Discovery AI™?
In Sales, by use: Bounce Watch, Causo, Fundz, Preuve AI, Getlead, Ciro.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
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