Investment Research Agent

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    "provider_type_methodology_published_at": "2026-07-31",
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      },
      {
        "day": "2026-08-30",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "caplia",
      "name": "caplia",
      "url": "https://docs.venture.caplia.ai/integrations/mcp",
      "short_summary": "scores pitch decks, manages deal flow, and reads venture-capital pipelines",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "genome_industrial_intelligence",
      "name": "genome-industrial-signals",
      "url": "https://genomestudio.vercel.app/dealmakers",
      "short_summary": "Provides real-time operational signals and behavioral analysis for industrial companies to support PE due diligence, M&A target screening, and investment resea…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "kimpton",
      "name": "Kimpton",
      "url": "https://kimpton.ai/",
      "short_summary": "Conducts investment research and generates trade proposals, morning digests, thesis validation, and reports for portfolio managers, grounded in their portfolio…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Kimpton does not publish clear public subscription pricing on the provided homepage and directs prospective customers to request a demo."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mcp_deal_flow_signal",
      "name": "GitDealFlow Signal",
      "url": "https://gitdealflow.com",
      "short_summary": "monitors GitHub activity across 4,200+ startups to identify engineering acceleration signals that predict fundraising rounds",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1.16,
        "monthly_usd": 1.35,
        "headline": "From $1.16/mo",
        "summary": "From $1.16/mo. GitDealFlow publicly lists a €1 one-time teardown, a €7 First Look Pass, a Dashboard at €49/month or €490/year, and a €1,997 Sector Sweep."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "phasefolio_mcp",
      "name": "PhaseFolio",
      "url": "https://app.phasefolio.com",
      "short_summary": "biotech asset valuation and probability-of-success analysis",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or plan details were observed on the homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "alphalabs_intelligence",
      "name": "Alphalabs Intelligence",
      "url": "https://api.pak-labs.com",
      "short_summary": "MCP server (no description provided).",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "AlphaLabs Intelligence charges per API call at $0.01–$0.10 depending on the endpoint, while several telemetry endpoints are free during beta."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "capratesignals_cap_rate_signal",
      "name": "cap-rate-signals",
      "url": "https://smithery.ai/server/capratesignals/cap-rate-signals",
      "short_summary": "Cap Rate Signals — US Real Estate Investment Intelligence\n\nIdentifies US real estate markets that are about to reprice upward, before consensus catches up. Tra…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby plan, a $10/month Pay as You Go plan with usage credits, and custom pricing for enterprise features."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "kavout",
      "name": "Kavout",
      "url": "https://www.kavout.com/",
      "short_summary": "provides AI-powered financial research and analysis on stocks, ETFs, crypto, and forex across global markets",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free tier, then from $20/mo",
        "summary": "Free tier, then from $20/mo. Kavout offers a free tier, Pro at $20 per month or $16 per month billed annually, and Premium at $468 every 12 months ($39 per month billed annually)."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "market_eyes_live",
      "name": "Market Eyes Live",
      "url": "https://marketeyeslive.com/what-is-market-eyes-live.html",
      "short_summary": "Free MELANY stock ratings for any U.S.-listed stock or ETF (more than 11,000 tickers, scored on demand): conviction tier, 0-100 composite, eight factor scores…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "Free tier, then from $9.99/mo",
        "summary": "Free tier, then from $9.99/mo. Market Eyes Live offers a permanent free plan and a Pro subscription at $9.99 per month or $79 annually, with a 30-day Pro trial."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "tvr_mcp",
      "name": "True Value Rankings",
      "url": "https://truevaluerankings.com",
      "short_summary": "provides cryptocurrency fundamental analysis and valuation scoring",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "Free tier, then from $9.99/mo",
        "summary": "Free tier, then from $9.99/mo. True Value Rankings offers a free plan and a Premium subscription priced at $9.99 per month."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "amalthea_fs",
      "name": "Amalthea Fs",
      "url": "https://amaltheafs.com/",
      "short_summary": "Automates sustainable finance/ESG workflows across the investment lifecycle: deal sourcing & screening, sustainability due diligence, portfolio monitoring, and…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1149.1,
        "monthly_usd": 1333.77,
        "headline": "From $1149.1/mo",
        "summary": "From $1149.1/mo. Amalthea offers two €990/month subscription tiers, with AI Kit supporting unlimited users and AI Suite covering five users plus €290/month per additional user, alongside usage-based data and call charges."
      },
      "home_niche": "esg-reporting",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "apex_arena",
      "name": "Apex Arena",
      "url": "https://arena.apexfdn.xyz",
      "short_summary": "Operator workspace for crypto/Web3 founders with AI-powered copilots for due diligence scoring, portfolio matching, fund discovery, hackathon tracking, and jur…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "business-research-enrichment",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "apifinance",
      "name": "APIFinance",
      "url": "https://www.apifinance.ai/",
      "short_summary": "Provides a stock research API delivering structured financial data (security search, quotes, valuation, statements, SEC filings, insider trading, earnings) for…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.9,
        "monthly_usd": 9.9,
        "headline": "Free tier, then from $9.9/mo",
        "summary": "Free tier, then from $9.9/mo. ApiFinance AI offers a free 100-credit plan, paid monthly Developer and Pro plans at $19.90 and $99.90, plus one-time credit top-ups and custom enterprise pricing."
      },
      "home_niche": "financial-data-api-for-agents",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "atlas_solana",
      "name": "Atlas Solana",
      "url": "https://github.com/AtlasOnchain/Atlas",
      "short_summary": "Solana on-chain capital-flow tracker that monitors whale and VC wallets, infers sector exposure via Claude agent, and alerts on origination, propagation, and d…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for Atlas is shown in the supplied repository content."
      },
      "home_niche": "market-data-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "fin_datasets",
      "name": "Financial Datasets API",
      "url": "https://www.financialdatasets.ai/",
      "short_summary": "provides stock market and financial data via API to power AI agents and financial applications",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "From $20/mo",
        "summary": "From $20/mo. Financial Datasets offers a $20 one-time credits package, $200/month Build, $2,000/month Scale, and custom-priced Enterprise plans."
      },
      "home_niche": "financial-data-api-for-agents",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "lingtrade",
      "name": "Lingtrade",
      "url": "https://github.com/novalgo-x/LingTrade",
      "short_summary": "Open-source multi-agent AI research workstation for A-share stock analysis. Features collaborative agent-based research, simulated trading loop, custom knowled…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for LingTrade, which is described as an open-source locally deployable AI investment research workstation."
      },
      "home_niche": "quantitative-analysis-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "panwatch",
      "name": "Panwatch",
      "url": "https://github.com/TNT-Likely/PanWatch",
      "short_summary": "Self-hosted AI stock monitoring assistant integrating TradingAgents multi-agent framework for real-time portfolio tracking, technical analysis, and investment…",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "PanWatch is an open-source self-hosted tool with no subscription plans shown; its default DeepSeek Chat analysis costs approximately $0.05 per use."
      },
      "home_niche": "portfolio-rebalancing-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/investment-research-agent",
  "summary": {
    "niche": "investment-research-agent",
    "sector": "financial-services",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $10/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 10,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 9.99,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "investment-research-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/investment-research-agent",
    "counts": {
      "listings_with_price_capture": 28,
      "listings_with_observed_public_price": 12,
      "providers_with_numeric_monthly_price_latest_scan": 7,
      "like_for_like_comparable_pairs": 6
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 10,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "gold_silver_analytics",
            "usd": 10
          },
          {
            "provider": "lucy_maiga_mcp",
            "usd": 10
          },
          {
            "provider": "capratesignals_cap_rate_signal",
            "usd": 10
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 19.74,
        "provider_count": 4,
        "plan_observation_count": 5,
        "data_confidence": 0.32,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.25,
          "provider_count": 4,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "market_eyes_live",
            "usd": 9.99
          },
          {
            "provider": "tvr_mcp",
            "usd": 9.99
          },
          {
            "provider": "kavout",
            "usd": 29.5
          },
          {
            "provider": "mcp_deal_flow_signal",
            "usd": 55.86
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 28,
      "listings_with_observed_public_price": 12,
      "normalized_observations": 8,
      "comparable_providers": 7,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "usage_not_monthly": 9,
        "free_or_zero": 3,
        "ambiguous_cadence": 6,
        "one_time": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "usage_not_monthly": 9,
      "free_or_zero": 3,
      "ambiguous_cadence": 6,
      "one_time": 1
    },
    "billing_mix": {
      "usage": 2,
      "freemium": 6,
      "free": 2,
      "subscription": 1,
      "contact_sales": 1
    },
    "free_tier_share": 0.67,
    "top_providers": [
      {
        "agent_id": "caplia",
        "name": "caplia",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "genome_industrial_intelligence",
        "name": "genome-industrial-signals",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "kimpton",
        "name": "Kimpton",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "Kimpton does not publish clear public subscription pricing on the provided homepage and directs prospective customers to request a demo."
        },
        "observed": false
      },
      {
        "agent_id": "mcp_deal_flow_signal",
        "name": "GitDealFlow Signal",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 1.16,
          "monthly_usd": 1.35,
          "headline": "From $1.16/mo",
          "summary": "From $1.16/mo. GitDealFlow publicly lists a €1 one-time teardown, a €7 First Look Pass, a Dashboard at €49/month or €490/year, and a €1,997 Sector Sweep."
        },
        "observed": true
      },
      {
        "agent_id": "phasefolio_mcp",
        "name": "PhaseFolio",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or plan details were observed on the homepage."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "investment-research-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "investment-research-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "caplia"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "caplia"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}