Enterprise RPA Platform

{
  "niche": "enterprise-rpa-platform",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "enterprise-rpa-platform",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
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      "p25": null,
      "p75": null,
      "providers": 2
    },
    "by_provider_type": {
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        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
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        "publishable": false,
        "confidence": "insufficient",
        "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,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 19,
  "adjacent_niches": [
    "ai-frontend-coding",
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    "incident-response-sre",
    "legacy-code-modernization",
    "on-call-management-agent",
    "database-query-agent"
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  "market_pulse": {
    "pulse": 52,
    "drivers": [
      "enterprise money present",
      "1 new builder in 30d"
    ],
    "price_move_30d_pct": null,
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    "entry_rate": 0.07692307692307693,
    "alive_share": 1
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  "price_move": {
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    "comparable_agents": 2,
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    "confidence": "thin",
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      "m": {
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    "tier_own_move": {
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      "m": {
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    },
    "tier_agents": {
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    "obs_range": {
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    "tier_obs_range": {
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    }
  },
  "pricing": {
    "sampleSize": 8,
    "observed": 3,
    "byPersona": {
      "free": {
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        "reliability": "none",
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        "usageShare": 0.33
      },
      "individual": {
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        "reliability": "medium",
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        "p75": 25,
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        "usageShare": 0.4
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      "team_sme": {
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        "reliability": "low",
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        "p25": 12.27,
        "p75": 54.69,
        "min": 4.08,
        "max": 69,
        "usageShare": 0
      },
      "enterprise": {
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        "median": 1000,
        "p25": 1000,
        "p75": 1000,
        "min": 1000,
        "max": 1000,
        "usageShare": 0.25
      }
    },
    "byPersonaMonthly": {
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        "confidence": "none",
        "usageShare": 0.33,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 3,
        "p25": 22.5,
        "median": 25,
        "p75": 27,
        "confidence": "low",
        "usageShare": 0.4,
        "mixedBilling": true,
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      },
      "pro": {
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      },
      "team_sme": {
        "nMonthly": 4,
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        "p75": 54.69,
        "confidence": "low",
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        "monthlyComparable": true
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      "enterprise": {
        "nMonthly": 0,
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        "confidence": "none",
        "usageShare": 0.25,
        "mixedBilling": true,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 24.75,
          "provider_count": 2,
          "plan_observation_count": 3,
          "data_confidence": 0.16,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.15,
            "provider_count": 2,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "octoparse_ai",
              "usd": 24.5
            },
            {
              "provider": "agentic_business_orchestration",
              "usd": 25
            }
          ]
        }
      ],
      "rejected": {
        "ambiguous_cadence": 3,
        "usage_not_monthly": 3
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 7,
            "offers": [
              {
                "provider": "agentic_business_orchestration",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25/month",
                "monthly_usd": 25
              },
              {
                "provider": "octoparse_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 billed monthly",
                "monthly_usd": 29
              },
              {
                "provider": "octoparse_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$69 billed monthly",
                "monthly_usd": 69
              },
              {
                "provider": "octoparse_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 per month billed annually",
                "monthly_usd": 49
              },
              {
                "provider": "octoparse_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$599 billed annually",
                "monthly_usd": 49.92
              },
              {
                "provider": "octoparse_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 per month each",
                "monthly_usd": 20
              },
              {
                "provider": "octoparse_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 per month each",
                "monthly_usd": 15
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "octoparse_ai",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.5 per time",
                "monthly_usd": null
              },
              {
                "provider": "octoparse_ai",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "Start from $1.5 per mille tokens",
                "monthly_usd": null
              },
              {
                "provider": "octoparse_ai",
                "tier": "enterprise",
                "billing": "usage",
                "unit": "flat",
                "price": "1000 Pages/$1",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "agentic_business_orchestration",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales for pricing",
                "monthly_usd": null
              },
              {
                "provider": "agentic_business_orchestration",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales for pricing",
                "monthly_usd": null
              },
              {
                "provider": "octoparse_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 2,
          "normalized_observations": 7,
          "comparable_providers": 2,
          "strict_cohorts": 1,
          "exclusion_reasons": {
            "ambiguous_cadence": 3,
            "usage_not_monthly": 3
          }
        }
      }
    },
    "billingMix": {
      "freemium": 2,
      "subscription": 1
    },
    "freeTierShare": 0.67,
    "medianLowestUsd": 20
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-07-08",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-10",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-11",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-13",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-14",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-15",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-16",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-17",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-18",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "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": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 3,
        "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": "automa",
      "name": "Automa",
      "url": "https://www.goautoma.com/",
      "short_summary": "Builds and runs no-code AI agents and RPA workflows to automate business tasks (data extraction, bulk messaging, invoice processing, report generation, etc.)",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Automa publicly lists a permanent Free plan, while Pro and Enterprise tiers are shown without public prices."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "automationedge",
      "name": "Automationedge",
      "url": "https://automationedge.com/",
      "short_summary": "automates enterprise business processes using AI agents, RPA, Document AI, and API integration (e.g. reconciliation, onboarding, ticket classification, invoice…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public numeric pricing is shown; AutomationEdge promotes outcome-based enterprise pricing and directs buyers to book a demo."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "maisa_ai",
      "name": "Maisa Ai",
      "url": "https://maisa.ai/",
      "short_summary": "deploys Digital Workers to automate end-to-end business processes (e.g. trade finance, client onboarding, auto-loan processing, claims processing, contract man…",
      "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": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "octoparse_ai",
      "name": "Octoparse Ai",
      "url": "https://www.octoparse.ai/",
      "short_summary": "automates desktop and web workflows including web scraping, lead extraction, data transfer, and routine business processes via AI-built no-code RPA bots",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 15,
        "monthly_usd": 15,
        "headline": "Free tier, then from $15/mo",
        "summary": "Free tier, then from $15/mo. Octoparse AI offers a permanent free plan, paid Starter and Team subscriptions from $29 monthly, Enterprise contact-sales pricing, and separately metered platform resources and add-ons."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "firerpa",
      "name": "Firerpa",
      "url": "https://device-farm.com/",
      "short_summary": "Enterprise Android automation platform with built-in AI Agent via MCP server endpoints. Enables natural language control of device fleets through Claude, Curso…",
      "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": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "aws_quick_automate",
      "name": "Quick Automate",
      "url": "https://aws.amazon.com/quick/automate/",
      "short_summary": "creates multi-agent automations for complex enterprise business processes spanning departments and systems",
      "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. Amazon Quick publicly shows $0 per user and $20 per user subscription pricing, but the supplied pricing text does not specify the billing period or full plan mapping."
      },
      "home_niche": "multi-agent-orchestrator",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "botteqautomationcom",
      "name": "Botteqautomationcom",
      "url": "https://botteqautomation.com/",
      "short_summary": "provides intelligent automation, RPA, and AI-driven solutions to streamline business workflows",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "BOTTEQ Automation describes intelligent automation and digital transformation services but does not publish pricing on the supplied homepage."
      },
      "home_niche": "business-process-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "clawemail",
      "name": "Clawemail",
      "url": "https://clawemail.com/use-cases/crm-spreadsheet-from-emails",
      "short_summary": "AI-powered Google Workspace automation platform that gives AI agents access to Gmail, Drive, Docs, Sheets, Calendar and more. Enables agents to automatically u…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 13.33,
        "monthly_usd": 13.33,
        "headline": "From $13.33/mo",
        "summary": "From $13.33/mo. ClawEmail is publicly listed at $16 per month or $160 per year for an agent email address with Google Workspace access."
      },
      "home_niche": "workflow-automation-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "cortex_agents",
      "name": "Cortex Agents",
      "url": "https://snowflake.com/en/blog/enterprise-ai-agent-platform/",
      "short_summary": "Builds, governs and orchestrates enterprise AI agents that perform multi-step work across data, workflows and external systems (e.g., querying data, creating J…",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Snowflake publishes consumption-based pricing starting at $2.00 per credit for Standard, with Enterprise at $3.00 and Business Critical at $4.00 per credit in the displayed AWS Northern Virginia region."
      },
      "home_niche": "enterprise-ai-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "noca_workers",
      "name": "Noca Workers",
      "url": "https://noca.ai/prompt-to-worker",
      "short_summary": "AI workers that automate business tasks across data management, customer service, retail, real estate, HR, and IT operations. Create workers from natural langu…",
      "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. Noca offers a free-forever plan, paid Starter and Growth plans at $20 and $150 per month, and a custom-priced Scale plan."
      },
      "home_niche": "business-process-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "nowaikit",
      "name": "Nowaikit",
      "url": "https://nowaikit.com",
      "short_summary": "Complete AI toolkit for ServiceNow with 450+ MCP tools, TypeScript SDK, 26 AI Skills, VS Code & browser extensions. Connects any AI client (Claude, ChatGPT, Ge…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "business-process-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "onpilot",
      "name": "SAP Business AI Platform",
      "url": "https://onpilot.com",
      "short_summary": "Deploys autonomous AI agents that analyze user behavioral data to detect fraud, generate dynamic rewards/bonuses, predict churn, and send personalized emails",
      "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": "vertical-ai-agent-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "sap_business_ai",
      "name": "SAP Business AI Platform",
      "url": "https://www.crn.com/news/ai/2026/sap-launches-new-central-ai-hub-application-agent-suite",
      "short_summary": "Provides domain-specific AI agents (Joule Assistants) that automate end-to-end business processes across finance, supply chain, procurement, human capital mana…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing plans or subscription rates were observed in the supplied pages."
      },
      "home_niche": "enterprise-ai-platform",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/enterprise-rpa-platform",
  "summary": {
    "niche": "enterprise-rpa-platform",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for enterprise-rpa-platform yet — too few comparable priced providers. Observed offers are listed.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "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": [
            24.5,
            25
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "enterprise-rpa-platform"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/enterprise-rpa-platform",
    "counts": {
      "listings_with_price_capture": 8,
      "listings_with_observed_public_price": 3,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "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": 24.75,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "octoparse_ai",
            "usd": 24.5
          },
          {
            "provider": "agentic_business_orchestration",
            "usd": 25
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 8,
      "listings_with_observed_public_price": 3,
      "normalized_observations": 7,
      "comparable_providers": 2,
      "strict_cohorts": 1,
      "exclusion_reasons": {
        "ambiguous_cadence": 3,
        "usage_not_monthly": 3
      }
    },
    "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": 3,
      "usage_not_monthly": 3
    },
    "billing_mix": {
      "freemium": 2,
      "subscription": 1
    },
    "free_tier_share": 0.67,
    "top_providers": [
      {
        "agent_id": "automa",
        "name": "Automa",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier + paid plans (price not published)",
          "summary": "Automa publicly lists a permanent Free plan, while Pro and Enterprise tiers are shown without public prices."
        },
        "observed": true
      },
      {
        "agent_id": "automationedge",
        "name": "Automationedge",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public numeric pricing is shown; AutomationEdge promotes outcome-based enterprise pricing and directs buyers to book a demo."
        },
        "observed": false
      },
      {
        "agent_id": "maisa_ai",
        "name": "Maisa Ai",
        "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": "octoparse_ai",
        "name": "Octoparse Ai",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 15,
          "monthly_usd": 15,
          "headline": "Free tier, then from $15/mo",
          "summary": "Free tier, then from $15/mo. Octoparse AI offers a permanent free plan, paid Starter and Team subscriptions from $29 monthly, Enterprise contact-sales pricing, and separately metered platform resources and add-ons."
        },
        "observed": true
      },
      {
        "agent_id": "firerpa",
        "name": "Firerpa",
        "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": "enterprise-rpa-platform"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "enterprise-rpa-platform",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "automa"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "automa"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}