Document Processing Agent

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                "unit": "flat",
                "price": "€880/year",
                "monthly_usd": 83.6
              },
              {
                "provider": "pdf_generator_api_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€1770/year",
                "monthly_usd": 168.15
              },
              {
                "provider": "pdf_generator_api_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€3550/year",
                "monthly_usd": 337.25
              },
              {
                "provider": "pdf_generator_api_mcp_server",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "€6208/year",
                "monthly_usd": 589.76
              },
              {
                "provider": "pdfmux",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 / mo",
                "monthly_usd": 49
              },
              {
                "provider": "pdfmux",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199 / mo",
                "monthly_usd": 199
              },
              {
                "provider": "receipt_extraction",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/month",
                "monthly_usd": 19
              },
              {
                "provider": "smallpdf_ai_assistant",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€10.00 /mo",
                "monthly_usd": 11.4
              },
              {
                "provider": "trade_finance_ai_agent_ai_agen",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/month",
                "monthly_usd": 50
              },
              {
                "provider": "trade_finance_ai_agent_ai_agen",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$3990/month",
                "monthly_usd": 3990
              },
              {
                "provider": "unmarkdown_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "unstract",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499 / month",
                "monthly_usd": 499
              },
              {
                "provider": "unstract",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,249 / month",
                "monthly_usd": 2249
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 1,
            "offers": [
              {
                "provider": "smallpdf_ai_assistant",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€8.00 /mo per seat",
                "monthly_usd": 9.12
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 3,
            "offers": [
              {
                "provider": "revver_docs",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$25/user/month*",
                "monthly_usd": 25
              },
              {
                "provider": "revver_docs",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$67/user/month*",
                "monthly_usd": 67
              },
              {
                "provider": "revver_docs",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$87/user/month*",
                "monthly_usd": 87
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "fa_piao",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "¥0.01 / 14天",
                "monthly_usd": null
              },
              {
                "provider": "html_to_pdf_generator",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€4",
                "monthly_usd": null
              },
              {
                "provider": "html_to_pdf_generator",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€9",
                "monthly_usd": null
              },
              {
                "provider": "html_to_pdf_generator",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "€20",
                "monthly_usd": null
              },
              {
                "provider": "html_to_pdf_generator",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "€40",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 16,
            "offers": [
              {
                "provider": "artificio",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.15 per additional page",
                "monthly_usd": null
              },
              {
                "provider": "artificio",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 per additional page",
                "monthly_usd": null
              },
              {
                "provider": "docimprint",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.018",
                "monthly_usd": null
              },
              {
                "provider": "docuqueue",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.04 per extra document",
                "monthly_usd": null
              },
              {
                "provider": "docuqueue",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.03 per extra document",
                "monthly_usd": null
              },
              {
                "provider": "docuqueue",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.02 per extra document",
                "monthly_usd": null
              },
              {
                "provider": "kudra",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.3/page",
                "monthly_usd": null
              },
              {
                "provider": "llamaindex",
                "tier": "enterprise",
                "billing": "usage",
                "unit": "flat",
                "price": "1,000 credits = $1.25.",
                "monthly_usd": null
              },
              {
                "provider": "nuvi",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.07 each",
                "monthly_usd": null
              },
              {
                "provider": "nuvi",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05 each",
                "monthly_usd": null
              },
              {
                "provider": "receipt_extraction",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.02/document",
                "monthly_usd": null
              },
              {
                "provider": "upstage_document_intelligence",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.30 / 1M tokens",
                "monthly_usd": null
              },
              {
                "provider": "upstage_document_intelligence",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.15 / 1M tokens",
                "monthly_usd": null
              },
              {
                "provider": "upstage_document_intelligence",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.15 / 1M tokens",
                "monthly_usd": null
              },
              {
                "provider": "upstage_document_intelligence",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.15 / 1M tokens",
                "monthly_usd": null
              },
              {
                "provider": "upstage_document_intelligence",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1M tokens",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 2,
            "offers": [
              {
                "provider": "gen_pdf_mcp",
                "tier": "pro",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$9/month + $0.001 per page after 1,000",
                "monthly_usd": null
              },
              {
                "provider": "reducto",
                "tier": "pro",
                "billing": "usage",
                "unit": "other_usage",
                "price": "Free up to 15K credits, then $0.015/credit",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 13,
            "offers": [
              {
                "provider": "artificio",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Request Pricing",
                "monthly_usd": null
              },
              {
                "provider": "deepopinion_utility_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Individual quote",
                "monthly_usd": null
              },
              {
                "provider": "flexorch_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Özel fiyatlandırma",
                "monthly_usd": null
              },
              {
                "provider": "invoicexml",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "llamaindex",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "lm_kit_document_intelligence",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom quote",
                "monthly_usd": null
              },
              {
                "provider": "nuvi",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "reducto",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "reducto",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "smallpdf_ai_assistant",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "swiss_qr_bill",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              },
              {
                "provider": "trade_finance_ai_agent_ai_agen",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "v7labs_hr_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing package",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 30,
          "normalized_observations": 57,
          "comparable_providers": 22,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "ambiguous_cadence": 13,
            "usage_not_monthly": 18,
            "unrankable_or_unparseable": 3,
            "one_time": 5
          }
        }
      }
    },
    "billingMix": {
      "freemium": 15,
      "free": 3,
      "subscription": 11,
      "contact_sales": 3,
      "usage": 1
    },
    "freeTierShare": 0.55,
    "medianLowestUsd": 17
  },
  "movement": {
    "niche": "document-processing-agent",
    "sector": "finance-ops",
    "pricedNow": 24,
    "pairs": 24,
    "repriced": [
      {
        "handle": "fa_piao",
        "from": 1.04,
        "to": 1.05,
        "pct": 1
      },
      {
        "handle": "html_to_pdf_generator",
        "from": 4.6,
        "to": 4.61,
        "pct": 0.2
      },
      {
        "handle": "smallpdf_ai_assistant",
        "from": 11.51,
        "to": 11.53,
        "pct": 0.2
      },
      {
        "handle": "flexorch_mcp",
        "from": 148.49,
        "to": 148.73,
        "pct": 0.2
      },
      {
        "handle": "filetopdf",
        "from": 10.36,
        "to": 10.38,
        "pct": 0.2
      },
      {
        "handle": "pdf_generator_api_mcp_server",
        "from": 7.68,
        "to": 7.69,
        "pct": 0.1
      },
      {
        "handle": "invoicexml",
        "from": 8.06,
        "to": 8.07,
        "pct": 0.1
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": 0.1,
    "kind": "repricing",
    "narrative": "Genuine repricing: 7 agents repriced — all up (avg +0.1%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-08",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-10",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-11",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-13",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-14",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-15",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-16",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-17",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-18",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 44,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 44,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 44,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 44,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 44,
        "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": "filetopdf",
      "name": "FileToPDF",
      "url": "https://filetopdf.dev",
      "short_summary": "converts files, HTML, and Markdown to PDF",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10.38,
        "monthly_usd": 11.97,
        "headline": "From $10.38/mo",
        "summary": "From $10.38/mo. FileToPDF.dev offers four €-denominated monthly subscription plans from €9 to €299, with conversion quotas ranging from 50 to 100,000 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "gen_pdf_mcp",
      "name": "Gen-PDF Server",
      "url": "https://gen-pdf.com",
      "short_summary": "Generate professional PDF documents from markdown content with customizable styling options",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free tier, then from $9/mo",
        "summary": "Free tier, then from $9/mo. Freemium model with a free tier (20 pages/month) and Pro subscription at $9/month (1,000 pages included, then $0.001 per additional page)."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "invoicexml",
      "name": "InvoiceXML",
      "url": "https://www.invoicexml.com/mcp-server",
      "short_summary": "creates, validates, converts, renders, and extracts structured e-invoices across multiple compliance standards",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 8.07,
        "monthly_usd": 9.3,
        "headline": "From $8.07/mo",
        "summary": "From $8.07/mo. InvoiceXML offers three publicly priced subscription plans from €7/month billed annually, plus a custom-priced Enterprise plan and a 30-day free trial."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "llamaindex",
      "name": "LlamaParse",
      "url": "https://www.llamaindex.ai/",
      "short_summary": "Parses and processes complex documents using agentic OCR — extracting text, tables, charts, and handwriting into LLM-ready structured outputs",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free tier, then from $50/mo",
        "summary": "Free tier, then from $50/mo. LlamaParse offers a free plan with 10K monthly credits, paid monthly Starter and Pro plans at $50 and $500, usage-based credits, and custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mdmagic_mcp_server",
      "name": "MDMagic",
      "url": "https://mdmagic.ai/mcp",
      "short_summary": "converts Markdown documents to professional DOCX, PDF, and HTML formats",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "MDMagic advertises free credits and a $0 offer, but no recurring or usage rates are publicly shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "nutrient_ai",
      "name": "Nutrient Ai",
      "url": "https://nutrient.io/ai/agents",
      "short_summary": "processes documents — converting, redacting, extracting structured data, signing, OCR, form filling, and archiving",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Public pricing is not shown; the product offers enterprise document agents with early access and sales contact options."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "pdf_generator_api_mcp_server",
      "name": "PDF Generator API",
      "url": "https://pdfgeneratorapi.com/",
      "short_summary": "generates PDFs from templates, manages templates and workspaces, converts HTML/URL to PDF, fills PDF forms, creates e-invoices, generates QR codes",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 7.69,
        "monthly_usd": 8.87,
        "headline": "From $7.69/mo",
        "summary": "From $7.69/mo. Public annual subscription plans range from €80/year for Creator to €6208/year for Enterprise, with a 14-day free trial offered."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "reducto",
      "name": "Reducto",
      "url": "https://reducto.ai/",
      "short_summary": "parses, classifies, and extracts structured data from complex documents like PDFs, spreadsheets, and slides",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Reducto offers a freemium usage-based model with 15K free credits monthly, then $0.015 per credit; Growth and Enterprise plans require contacting sales."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "unmarkdown_mcp",
      "name": "Unmarkdown",
      "url": "https://unmarkdown.com",
      "short_summary": "converts markdown to formatted documents for various platforms",
      "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. Unmarkdown offers a permanent free plan and a Pro subscription at $10/month month-to-month or $8/month when billed annually."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "v7labs_hr_agent",
      "name": "V7labs Hr Agent",
      "url": "https://v7labs.com/agents/hr-document-processing-agent",
      "short_summary": "Processes HR documents by extracting employee data, verifying compliance requirements, and populating HR systems with structured data",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "V7 offers custom pricing based on platform access, users, and document processing volume, with no public numeric rates shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "claimsworkflow_agent_skill_by_",
      "name": "Claimsworkflow Agent Skill By",
      "url": "https://skillsmp.com/skills/tinh2-skills-hub-registry-analysis-claims-workflow-skill-md",
      "short_summary": "analyzes insurance claims workflow systems for intake optimization, adjudication rules, subrogation, litigation management, and settlement analytics",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "SkillsMP states that its web access, API tiers, and MCP server are available at no cost, with applicable usage limits for API access."
      },
      "home_niche": "insurance-claim-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "docetl",
      "name": "Docetl",
      "url": "https://github.com/ucbepic/docetl",
      "short_summary": "Declarative agentic data processing system that uses LLMs to transform structured and unstructured data through natural language operations. Provides map-reduc…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No DocETL pricing is publicly stated in the supplied repository context."
      },
      "home_niche": "ai-data-engineering",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "fieldguide",
      "name": "Fieldguide",
      "url": "http://fieldguide.io/",
      "short_summary": "Performs audit and advisory work including testing, documentation, evidence review, and automating end-to-end test procedures in financial audits",
      "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": "ai-compliance-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "fintegration_ai",
      "name": "Fintegration Ai",
      "url": "https://fintegrationfs.com/fintegrationai",
      "short_summary": "AI framework for financial services that enables development and deployment of specialized AI agents for document review, compliance monitoring, fraud detectio…",
      "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": "jina_mcp_server",
      "name": "Jina",
      "url": "https://mcp.jina.ai",
      "short_summary": "Model Context Protocol server providing web search, academic paper search, content extraction, screenshot capture, and document processing tools for AI 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."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "scribe",
      "name": "Scribe",
      "url": "https://scribehow.com/",
      "short_summary": "Automatically captures and documents workflows to provide context for teams and AI agents. Creates step-by-step process documentation and SOPs that can be used…",
      "price": {
        "observed": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Scribe offers a free Basic plan, paid Pro plans at $13 or $25 per seat per month, and custom-priced Enterprise plans."
      },
      "home_niche": "business-process-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "sparkforge",
      "name": "SparkForge",
      "url": "https://smithery.ai/server/henry-ships/sparkforge",
      "short_summary": "Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long documents,…",
      "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": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "tabstack_structured_extraction",
      "name": "Cabot Solutions",
      "url": "https://tabstack.ai",
      "short_summary": "extracts structured web data, returns cited research answers, and automates browser tasks via API",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "From $10/mo",
        "summary": "From $10/mo. Tabstack offers monthly Starter, Team, and Pro subscriptions from $10 to $499, with included credits, usage-based overage charges, a 10,000-credit free trial, and custom enterprise pricing."
      },
      "home_niche": "data-extraction-pipeline",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/document-processing-agent",
  "summary": {
    "niche": "document-processing-agent",
    "sector": "finance-ops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $40/mo (10 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "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": 10,
          "reliability": "medium",
          "median": 39.5,
          "p25": 20,
          "p75": 90.5,
          "status": "ok"
        },
        {
          "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": 8,
          "reliability": "medium",
          "median": 18.24,
          "p25": 9,
          "p75": 89.75,
          "status": "ok"
        },
        {
          "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": 8,
          "reliability": "medium",
          "median": 36.73,
          "p25": 19,
          "p75": 173.47,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 6,
          "reliability": "medium",
          "median": 259,
          "p25": 92.25,
          "p75": 479.75,
          "status": "ok"
        },
        {
          "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": 4,
          "reliability": "low",
          "median": 35.06,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "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": [
            26.22,
            340.86
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "document-processing-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/document-processing-agent",
    "counts": {
      "listings_with_price_capture": 80,
      "listings_with_observed_public_price": 33,
      "providers_with_numeric_monthly_price_latest_scan": 24,
      "like_for_like_comparable_pairs": 24
    },
    "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": 26.03,
        "provider_count": 12,
        "plan_observation_count": 18,
        "data_confidence": 0.98,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.9,
          "provider_count": 12,
          "plan_observation_count": 18
        },
        "reliability": "high",
        "members": [
          {
            "provider": "fa_piao",
            "usd": 0.05
          },
          {
            "provider": "invoicexml",
            "usd": 7.98
          },
          {
            "provider": "docugenie",
            "usd": 9
          },
          {
            "provider": "docuqueue",
            "usd": 9
          },
          {
            "provider": "naosuu",
            "usd": 17.49
          },
          {
            "provider": "artificio",
            "usd": 19
          },
          {
            "provider": "filetopdf",
            "usd": 33.06
          },
          {
            "provider": "pdf_generator_api_mcp_server",
            "usd": 37.05
          },
          {
            "provider": "llamaindex",
            "usd": 50
          },
          {
            "provider": "flexorch_mcp",
            "usd": 147.06
          },
          {
            "provider": "kudra",
            "usd": 209
          },
          {
            "provider": "unstract",
            "usd": 1374
          }
        ],
        "p25": 9,
        "p75": 74.27
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 36.73,
        "provider_count": 18,
        "plan_observation_count": 23,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 18,
          "plan_observation_count": 23
        },
        "reliability": "high",
        "members": [
          {
            "provider": "fa_piao",
            "usd": 0.31
          },
          {
            "provider": "unmarkdown_mcp",
            "usd": 10
          },
          {
            "provider": "smallpdf_ai_assistant",
            "usd": 11.4
          },
          {
            "provider": "receipt_extraction",
            "usd": 19
          },
          {
            "provider": "pdf_api_mcp",
            "usd": 19
          },
          {
            "provider": "nuvi",
            "usd": 20
          },
          {
            "provider": "docugenie",
            "usd": 20
          },
          {
            "provider": "docuqueue",
            "usd": 29
          },
          {
            "provider": "docimprint",
            "usd": 29
          },
          {
            "provider": "invoicexml",
            "usd": 44.46
          },
          {
            "provider": "trade_finance_ai_agent_ai_agen",
            "usd": 50
          },
          {
            "provider": "eccentex_adaptive_document_man",
            "usd": 65
          },
          {
            "provider": "artificio",
            "usd": 99
          },
          {
            "provider": "pdfmux",
            "usd": 124
          },
          {
            "provider": "filetopdf",
            "usd": 147.06
          },
          {
            "provider": "pdf_generator_api_mcp_server",
            "usd": 252.7
          },
          {
            "provider": "llamaindex",
            "usd": 500
          },
          {
            "provider": "flexorch_mcp",
            "usd": 511.86
          }
        ],
        "p25": 19.25,
        "p75": 117.75
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 219.93,
        "provider_count": 8,
        "plan_observation_count": 9,
        "data_confidence": 0.62,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.45,
          "provider_count": 8,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "fa_piao",
            "usd": 1.03
          },
          {
            "provider": "invoicexml",
            "usd": 26.22
          },
          {
            "provider": "eccentex_adaptive_document_man",
            "usd": 90
          },
          {
            "provider": "docuqueue",
            "usd": 99
          },
          {
            "provider": "filetopdf",
            "usd": 340.86
          },
          {
            "provider": "kudra",
            "usd": 419
          },
          {
            "provider": "nuvi",
            "usd": 500
          },
          {
            "provider": "trade_finance_ai_agent_ai_agen",
            "usd": 3990
          }
        ],
        "p25": 74.06,
        "p75": 439.25
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 334.88,
        "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": "eccentex_adaptive_document_man",
            "usd": 80
          },
          {
            "provider": "pdf_generator_api_mcp_server",
            "usd": 589.76
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 80,
      "listings_with_observed_public_price": 33,
      "normalized_observations": 57,
      "comparable_providers": 22,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "ambiguous_cadence": 13,
        "usage_not_monthly": 18,
        "unrankable_or_unparseable": 3,
        "one_time": 5
      }
    },
    "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": 13,
      "usage_not_monthly": 18,
      "unrankable_or_unparseable": 3,
      "one_time": 5
    },
    "billing_mix": {
      "freemium": 15,
      "free": 3,
      "subscription": 11,
      "contact_sales": 3,
      "usage": 1
    },
    "free_tier_share": 0.55,
    "top_providers": [
      {
        "agent_id": "filetopdf",
        "name": "FileToPDF",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 10.38,
          "monthly_usd": 11.97,
          "headline": "From $10.38/mo",
          "summary": "From $10.38/mo. FileToPDF.dev offers four €-denominated monthly subscription plans from €9 to €299, with conversion quotas ranging from 50 to 100,000 per month."
        },
        "observed": true
      },
      {
        "agent_id": "gen_pdf_mcp",
        "name": "Gen-PDF Server",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9,
          "monthly_usd": 9,
          "headline": "Free tier, then from $9/mo",
          "summary": "Free tier, then from $9/mo. Freemium model with a free tier (20 pages/month) and Pro subscription at $9/month (1,000 pages included, then $0.001 per additional page)."
        },
        "observed": true
      },
      {
        "agent_id": "invoicexml",
        "name": "InvoiceXML",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 8.07,
          "monthly_usd": 9.3,
          "headline": "From $8.07/mo",
          "summary": "From $8.07/mo. InvoiceXML offers three publicly priced subscription plans from €7/month billed annually, plus a custom-priced Enterprise plan and a 30-day free trial."
        },
        "observed": true
      },
      {
        "agent_id": "llamaindex",
        "name": "LlamaParse",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 50,
          "monthly_usd": 50,
          "headline": "Free tier, then from $50/mo",
          "summary": "Free tier, then from $50/mo. LlamaParse offers a free plan with 10K monthly credits, paid monthly Starter and Pro plans at $50 and $500, usage-based credits, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "mdmagic_mcp_server",
        "name": "MDMagic",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "MDMagic advertises free credits and a $0 offer, but no recurring or usage rates are publicly shown."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "document-processing-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "document-processing-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "filetopdf"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "filetopdf"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}