Demand Discovery AI

{
  "agent_id": "demand_discovery_ai",
  "name": "Demand Discovery AI",
  "url": "https://demanddiscovery.ai",
  "logo": null,
  "niche": "market-intelligence-research",
  "category": "research-knowledge-work",
  "short_summary": "validates startup ideas and discovers market demand",
  "task_performed": "validates startup ideas and discovers market demand",
  "inputs_accepted": [
    "startup ideas and product concepts"
  ],
  "outputs_produced": [
    "Demand Score (0-100)",
    "Build/Pivot/Kill verdicts",
    "market validation reports based on behavioral signals"
  ],
  "integrations_available": [
    "Gmail",
    "Claude",
    "Cursor",
    "Windsurf",
    "ChatGPT",
    "Cline",
    "MCP"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "general business"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "currency": "USD",
    "lowest_monthly_usd": 49,
    "monthly_usd": 49,
    "headline": "Free tier, then from $49/mo",
    "summary": "Free tier, then from $49/mo. Demand Discovery offers a free research plan, a $49 demand-testing option, and monthly Founder Pack and Studio Pack subscriptions at $149/mo and $499/mo, respectively.",
    "confidence": "high",
    "source_url": "https://demanddiscovery.ai/pricing",
    "checked_at": "2026-09-02T04:29:29.771Z",
    "amount": 49,
    "display": "From $49/mo",
    "plans": [
      {
        "name": "Free",
        "price": "$0",
        "period": null,
        "persona": "free",
        "highlights": [
          "1 market research report",
          "Competitive landscape analysis",
          "Market sizing",
          "Go-to-market strategy overview"
        ],
        "price_annual": null
      },
      {
        "name": "Demand Discovery",
        "price": "$49",
        "period": null,
        "persona": "pro",
        "highlights": [
          "Demand testing for 2 ideas",
          "AI-generated landing page demand tests",
          "Targeted prospect generation",
          "Evidence-based demand score",
          "1 Agentic Launch slot included for 90 days"
        ],
        "price_annual": null
      },
      {
        "name": "Agentic Launch",
        "price": "Included",
        "period": null,
        "persona": "other",
        "highlights": [
          "Bundled with Demand Discovery, Founder Pack, and Studio Pack",
          "Automated outreach and reply analysis",
          "Ongoing market feedback dataset"
        ],
        "price_annual": null
      },
      {
        "name": "Founder Pack",
        "price": "$149/mo",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "Continuous outreach for 5 ideas",
          "Includes Demand Discovery and Agentic Launch",
          "Automatic reply tracking and analysis"
        ],
        "price_annual": null
      },
      {
        "name": "Studio Pack",
        "price": "$499/mo",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "25 ideas instead of 5"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "medium",
  "entity_type": "agent",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://demanddiscovery.ai"
  ],
  "last_checked": "2026-06-19",
  "how_to_connect": {
    "website": "https://demanddiscovery.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1906,
    "uptime_7d": 0.88,
    "checked_at": "2026-09-02T08:30:42.880Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}