Equity Research Agent

{
  "niche": "equity-research-agent",
  "parent_sector": "financial-services",
  "provider_type_pricing": {
    "slug": "equity-research-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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        "publishable": false,
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        "reason": "Fewer than three comparable priced Agent-economy products are available."
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        "reason": "Fewer than three comparable priced MCP servers are available."
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    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
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  "crowding_level": "sparse",
  "observed_node_count": 1,
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    "quantitative-analysis-agent",
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    "credit-scoring-agent",
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    "options-strategy-agent"
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  "market_pulse": {
    "pulse": 41,
    "drivers": [
      "enterprise money present",
      "2 new builders in 30d"
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    "money_share": 0.25,
    "entry_rate": 0.09090909090909091,
    "alive_share": 1
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    "comparable_agents": 3,
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    "confidence": "high",
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    "tier_own_move": {
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  },
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      "individual": {
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      "pro": {
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        "p75": 1179,
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        "stdev": 5156.98,
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      "team_sme": {
        "n": 1,
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      "enterprise": {
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    },
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        "usageShare": 0.14,
        "mixedBilling": true,
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      "individual": {
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      "pro": {
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      "team_sme": {
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      "enterprise": {
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        "usageShare": 0,
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    },
    "byTierCohorts": {
      "status": "ok",
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          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 68.14,
          "provider_count": 3,
          "plan_observation_count": 5,
          "data_confidence": 0.25,
          "data_confidence_basis": {
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          "reliability": "low",
          "members": [
            {
              "provider": "equibles",
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            {
              "provider": "knowyourcompany_ai",
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            {
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      ],
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      "evidence": {
        "status": "ok",
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                "provider": "deltasignal_atlas_7",
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              {
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              {
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                "price": "₹1,179 /mo",
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              {
                "provider": "knowyourcompany_ai",
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                "billing": "monthly",
                "unit": "flat",
                "price": "₹11,800 /mo",
                "monthly_usd": 123.9
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            ]
          },
          {
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            "count": 1,
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                "provider": "deltasignal_atlas_7",
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                "monthly_usd": null
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            ]
          },
          {
            "billing": "usage",
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            "count": 6,
            "offers": [
              {
                "provider": "deltasignal_atlas_7",
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                "price": "$0.18",
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              },
              {
                "provider": "deltasignal_atlas_7",
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                "billing": "usage",
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              {
                "provider": "deltasignal_atlas_7",
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                "billing": "usage",
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              },
              {
                "provider": "deltasignal_atlas_7",
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                "billing": "usage",
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                "price": "$0.14",
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              {
                "provider": "deltasignal_atlas_7",
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              {
                "provider": "deltasignal_atlas_7",
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                "monthly_usd": null
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            ]
          },
          {
            "billing": "unspecified_period",
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            "count": 4,
            "offers": [
              {
                "provider": "equibles",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "intrynsic",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Free in beta",
                "monthly_usd": null
              },
              {
                "provider": "intrynsic",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Free in beta",
                "monthly_usd": null
              },
              {
                "provider": "knowyourcompany_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
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            ]
          }
        ],
        "coverage": {
          "priced_providers": 4,
          "normalized_observations": 5,
          "comparable_providers": 3,
          "strict_cohorts": 1,
          "exclusion_reasons": {
            "ambiguous_cadence": 4,
            "usage_not_monthly": 6,
            "one_time": 1
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        }
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    },
    "billingMix": {
      "freemium": 3,
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      "free": 4
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    "freeTierShare": 0.88,
    "medianLowestUsd": 4.5
  },
  "movement": {
    "niche": "equity-research-agent",
    "sector": "financial-services",
    "pricedNow": 3,
    "pairs": 2,
    "repriced": [
      {
        "handle": "knowyourcompany_ai",
        "from": 12.38,
        "to": 12.33,
        "pct": -0.4
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    ],
    "newlyPriced": [
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    "droppedFromPriced": [],
    "likeForLikePct": -0.2,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all down (avg -0.2%); 1 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
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      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
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        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
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    ],
    "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."
  },
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      "agent_id": "deltasignal_atlas_7",
      "name": "DeltaSignal ATLAS-7",
      "url": "https://aitrailblazer.github.io/deltasignal-atlas-codex-plugin/",
      "short_summary": "delivers real-time financial intelligence for crypto public companies using SEC/XBRL filing data",
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        "billing": "usage",
        "lowest_monthly_usd": 4.5,
        "monthly_usd": 4.5,
        "headline": "From $4.5/mo",
        "summary": "From $4.5/mo. Delta Signal offers free discovery plus route-specific usage pricing from $0.14 to $0.95, $4.50 per finished PDF, and a $79 monthly PDF subscription."
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      "evidence_quality": "high",
      "upvotes": 0
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      "agent_id": "shibui_finance",
      "name": "Shibui Finance",
      "url": "https://shibui.finance",
      "short_summary": "provides financial market data access to Claude AI for stock screening, analysis, and backtesting",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Shibui Finance provides its stock-data MCP server for free with no API key or subscription required."
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      "evidence_quality": "high",
      "upvotes": 0
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      "agent_id": "stock_moves_explained",
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      "url": "https://justhappened.wtf",
      "short_summary": "Analyze significant price movements in US stocks to provide clear explanations behind market shifts",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable SaaS pricing is publicly shown on the homepage or pricing page."
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      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "stoxly",
      "name": "Stoxly",
      "url": "https://stoxlyonline.com",
      "short_summary": "Free stock & ETF fundamental analysis: 10-criteria scoring with a clear verdict and key metrics for any ticker. Two tools (analyze_stock, analyze_etf), no auth…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Stoxly provides free stock and ETF analysis with no sign-up required."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "trading_agents",
      "name": "Trading Agents",
      "url": "https://trading-agents.ai/",
      "short_summary": "performs equity research and market analysis on a given stock ticker",
      "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": "low",
      "upvotes": 0
    },
    {
      "agent_id": "a_share_financial_screener",
      "name": "A Share Financial Screener",
      "url": "https://github.com/yimaode/a-share-concept-financial-screener",
      "short_summary": "开源 AI Agent 工具包，将投资研究笔记固化为可审核的概念库，并自动提取 A 股财务指标和财报证据，执行量化评分、风险提示及 CANSLIM 辅助评估。",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a permanent Free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "ai_berkshire_jp",
      "name": "Ai Berkshire Jp",
      "url": "https://github.com/edinetdb/ai-berkshire-jp",
      "short_summary": "Claude Code skill pack for Japanese-equity investment research, using EDINET DB MCP as a primary-source data layer for company analysis, earnings reviews, shar…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The repository is publicly available as an MIT-licensed open-source skill pack, while the referenced EDINET DB dependency offers a separate free API plan."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "daisy_financial_research",
      "name": "Daisy Financial Research",
      "url": "https://github.com/Agents365-ai/daisy-financial-research",
      "short_summary": "Stock research skill for AI agents covering A-share, HK, and US markets. Automates analyst workflows: plan → fetch → validate → report with audit trails and de…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The linked GitHub pricing page offers a $0 Free plan, a $4-per-user/month Team plan, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "dsa_stock_analysis",
      "name": "Dsa Stock Analysis",
      "url": "https://dsa.zhulinsen.tech",
      "short_summary": "LLM-driven stock analysis agent for A-shares, Hong Kong, and US markets. Integrates market data, news sentiment, technical and fundamental analysis to generate…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "DSA is listed with a $0 offer, but no billing period or additional plan details are publicly shown."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "equibles",
      "name": "Equibles",
      "url": "https://equibles.com/",
      "short_summary": "US stock research platform with ALVIS, an AI analyst that searches SEC filings, earnings calls, 13F holdings, and insider and congressional trades, providing c…",
      "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. Equibles offers a permanent free plan, Plus at $9.99/month, Pro at $19.99/month for founding members, and custom Enterprise pricing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "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": "tradingagents",
      "name": "TradingAgents",
      "url": "https://tradingagents-ai.github.io/",
      "short_summary": "simulates a professional trading firm using multiple specialized LLM agents (analysts, researchers, traders, risk managers) to make stock trading decisions",
      "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": "algorithmic-trading-bot",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/equity-research-agent",
  "summary": {
    "niche": "equity-research-agent",
    "sector": "financial-services",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for equity-research-agent yet — too few comparable priced providers. Observed offers are listed.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            14.99,
            68.14
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "equity-research-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/equity-research-agent",
    "counts": {
      "listings_with_price_capture": 17,
      "listings_with_observed_public_price": 8,
      "providers_with_numeric_monthly_price_latest_scan": 3,
      "like_for_like_comparable_pairs": 2
    },
    "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": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 68.14,
        "provider_count": 3,
        "plan_observation_count": 5,
        "data_confidence": 0.25,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.25,
          "provider_count": 3,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "equibles",
            "usd": 14.99
          },
          {
            "provider": "knowyourcompany_ai",
            "usd": 68.14
          },
          {
            "provider": "deltasignal_atlas_7",
            "usd": 79
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 17,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 5,
      "comparable_providers": 3,
      "strict_cohorts": 1,
      "exclusion_reasons": {
        "ambiguous_cadence": 4,
        "usage_not_monthly": 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": {
      "ambiguous_cadence": 4,
      "usage_not_monthly": 6,
      "one_time": 1
    },
    "billing_mix": {
      "freemium": 3,
      "usage": 1,
      "free": 4
    },
    "free_tier_share": 0.88,
    "top_providers": [
      {
        "agent_id": "deltasignal_atlas_7",
        "name": "DeltaSignal ATLAS-7",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": 4.5,
          "monthly_usd": 4.5,
          "headline": "From $4.5/mo",
          "summary": "From $4.5/mo. Delta Signal offers free discovery plus route-specific usage pricing from $0.14 to $0.95, $4.50 per finished PDF, and a $79 monthly PDF subscription."
        },
        "observed": true
      },
      {
        "agent_id": "shibui_finance",
        "name": "Shibui Finance",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Shibui Finance provides its stock-data MCP server for free with no API key or subscription required."
        },
        "observed": true
      },
      {
        "agent_id": "stock_moves_explained",
        "name": "Stock Moves Explained",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No reliable SaaS pricing is publicly shown on the homepage or pricing page."
        },
        "observed": false
      },
      {
        "agent_id": "stoxly",
        "name": "Stoxly",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Stoxly provides free stock and ETF analysis with no sign-up required."
        },
        "observed": true
      },
      {
        "agent_id": "trading_agents",
        "name": "Trading Agents",
        "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
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "equity-research-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "equity-research-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "deltasignal_atlas_7"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "deltasignal_atlas_7"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}