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",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 149,
    "monthly_usd": 149,
    "headline": "Free plan; paid from $149/mo",
    "commercial": {
      "entry_offer": {
        "line": "Founder Pack",
        "monthly_native": 149,
        "monthly_usd": 149,
        "commitment": "monthly",
        "basis": "$149/month",
        "billing_verified": true
      },
      "currency": "USD",
      "notes": [
        "other prices: Demand Discovery $49 (one-time)"
      ],
      "lines": [
        {
          "name": "Free",
          "price": "$0",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Demand Discovery",
          "price": "$49",
          "kind": "one_off",
          "billed": "one_off"
        },
        {
          "name": "Founder Pack",
          "price": "$149 /mo",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Studio Pack",
          "price": "$499/mo",
          "kind": "base_subscription",
          "billed": "monthly"
        }
      ]
    },
    "summary": "Free plan; paid from $149/mo. Demand Discovery offers a free tier, a $49 one-time package for two ideas, and monthly Founder and Studio subscriptions at $149 and $499.",
    "confidence": "high",
    "source_url": "https://demanddiscovery.ai/pricing",
    "checked_at": "2026-10-29T01:39:33.197Z",
    "amount": 149,
    "display": "From $149/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"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Demand Discovery",
        "price": "$49",
        "period": "one-time",
        "persona": "pro",
        "highlights": [
          "For two ideas",
          "4 landing pages",
          "Targeted prospect generation",
          "Demand Evidence Report",
          "1 Agentic Launch slot included for 90 days"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Founder Pack",
        "price": "$149 /mo",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "Continuous outreach for 5 ideas",
          "Agentic Launch included",
          "AI tracking and analysis of replies",
          "Pause slots and swap in new ideas"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Studio Pack",
        "price": "$499/mo",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "Continuous outreach for 25 ideas",
          "Mentioned as an upgrade from Founder Pack"
        ],
        "promo_note": null,
        "price_promo": null,
        "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": "2026-10-29",
  "profile_checked": "2026-06-19",
  "price_checked": "2026-10-29",
  "how_to_connect": {
    "website": "https://demanddiscovery.ai",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://demanddiscovery.ai/pricing",
      "last_observed_day": "2026-10-29",
      "age_days": 0,
      "verified_day": "2026-10-29",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": {
    "group_id": 103,
    "group": "Startup validation and fundraising",
    "change_90d_pct": 0,
    "fair_price_by_tier_monthly_usd": {
      "individual": 15.5,
      "pro": 41.73,
      "team / small business": 149,
      "enterprise": 249.99
    },
    "note": "Change of the group's price index over the last 90 days. Call get_group_fair_price with group_id for tier and payment-model detail.",
    "page": "https://agentery.com/aepi/groups/103"
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 654,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:34:47.442Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}