ERP Automation

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    "provider_type_methodology_published_at": "2026-07-31",
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                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$90/month",
                "monthly_usd": 90
              },
              {
                "provider": "stackone_com",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$600 /month",
                "monthly_usd": 600
              },
              {
                "provider": "xero",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 per month",
                "monthly_usd": 29
              },
              {
                "provider": "xero",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50 per month",
                "monthly_usd": 50
              },
              {
                "provider": "xero",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$75 per month",
                "monthly_usd": 75
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 1,
            "offers": [
              {
                "provider": "dubbl",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$12 /seat/mo",
                "monthly_usd": 12
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "tyms_ai",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$150 per backlog year",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "aidoo",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "10 € pour 1 000 crédits",
                "monthly_usd": null
              },
              {
                "provider": "sap_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.005",
                "monthly_usd": null
              },
              {
                "provider": "sap_mcp",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.005",
                "monthly_usd": null
              },
              {
                "provider": "sap_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "sap_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 1,
            "offers": [
              {
                "provider": "tyms_ai",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "from $0.40 per credit",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 11,
            "offers": [
              {
                "provider": "bitwave_cli",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "bitwave_cli",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "bitwave_cli",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "erp_agent",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "€45",
                "monthly_usd": null
              },
              {
                "provider": "erp_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "€7,800",
                "monthly_usd": null
              },
              {
                "provider": "erp_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "€13,650",
                "monthly_usd": null
              },
              {
                "provider": "exactonline",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Op maat, prijs op aanvraag",
                "monthly_usd": null
              },
              {
                "provider": "frihet_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Personalizado",
                "monthly_usd": null
              },
              {
                "provider": "odoopilot",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "100% free",
                "monthly_usd": null
              },
              {
                "provider": "sap_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "tyms_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Talk to sales",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 19,
          "normalized_observations": 32,
          "comparable_providers": 13,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 11,
            "unrankable_or_unparseable": 3,
            "free_or_zero": 1,
            "one_time": 1,
            "usage_not_monthly": 6
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "team_sme": 0,
      "pro": 0,
      "individual": 1,
      "enterprise": 5
    },
    "billingMix": {
      "subscription": 10,
      "freemium": 8,
      "free": 2,
      "contact_sales": 1
    },
    "freeTierShare": 0.48,
    "medianLowestUsd": 26.41
  },
  "movement": {
    "niche": "erp-automation",
    "sector": "finance-ops",
    "pricedNow": 14,
    "pairs": 12,
    "repriced": [
      {
        "handle": "hellobooks",
        "from": 15.75,
        "to": 14.99,
        "pct": -4.8
      },
      {
        "handle": "frihet_mcp",
        "from": 10.13,
        "to": 10.07,
        "pct": -0.6
      },
      {
        "handle": "aidoo",
        "from": 21.38,
        "to": 21.27,
        "pct": -0.5
      },
      {
        "handle": "exactonline",
        "from": 21.38,
        "to": 21.27,
        "pct": -0.5
      }
    ],
    "newlyPriced": [
      "erp_agent",
      "sap_agent"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": -0.5,
    "kind": "mixed",
    "narrative": "Repricing + composition: 4 agents repriced — all down (avg -0.5%); 2 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-15",
        "index": 100.001,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-16",
        "index": 100.001,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100.001,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100.001,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100.001,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100.001,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100.001,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100.001,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100.001,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100.001,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100.001,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100.001,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100.001,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100.001,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100.001,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100.001,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100.001,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100.001,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100.001,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100.001,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100.001,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100.001,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100.001,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100.001,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100.001,
        "pairs": 17,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100.001,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100.001,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100.001,
        "pairs": 25,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100.001,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100.001,
        "pairs": 25,
        "dayChangePct": 0
      }
    ],
    "latest": 100.001,
    "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": "bling_mcp",
      "name": "Bling",
      "url": "https://mcp.ai/bling",
      "short_summary": "provides read-only access to Bling ERP data including sales orders, products, contacts, invoices, and financial records",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is displayed for the Bling MCP server."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "digits_developer",
      "name": "Digits Developer",
      "url": "https://developer.digits.com/",
      "short_summary": "ingests raw financial data and returns clean, categorized, deduplicated, balanced general ledger accounting entries with vendor enrichment",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "frihet_mcp",
      "name": "Frihet",
      "url": "https://www.frihet.io",
      "short_summary": "AI-native business management including invoicing, expenses, clients, products, quotes, tax compliance, and financial operations",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 9,
            "monthly_usd": 10.07,
            "commitment": "monthly",
            "basis": "€9 per me/month × 1",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "0 EUR/mes",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "€9/mes",
              "kind": "base_subscription",
              "unit": "me",
              "billed": "monthly"
            },
            {
              "name": "Premium",
              "price": "€29/mes",
              "kind": "base_subscription",
              "unit": "me",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Personalizado",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10.07,
        "monthly_usd": 10.07,
        "headline": "Free plan; paid from €9/mo (€9 per me/month × 1)",
        "summary": "Free plan; paid from €9/mo (€9 per me/month × 1). Frihet offers a permanent Free plan, Pro at €9/month, Premium at €29/month, and custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "hellobooks",
      "name": "Hellobooks",
      "url": "https://hellobooks.ai",
      "short_summary": "automates bookkeeping tasks including transaction categorization, bank reconciliation, invoice processing, expense management, and financial reporting for acco…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 14.99,
            "monthly_usd": 14.99,
            "commitment": "monthly",
            "basis": "$14.99 per entity/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$14.99/mo / entity",
              "kind": "base_subscription",
              "unit": "entity",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$39.99/mo / entity",
              "kind": "base_subscription",
              "unit": "entity",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$79.99/mo / entity",
              "kind": "base_subscription",
              "unit": "entity",
              "billed": "monthly"
            },
            {
              "name": "Scale",
              "price": "$199/mo / entity",
              "kind": "base_subscription",
              "unit": "entity",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 14.99,
        "monthly_usd": 14.99,
        "headline": "Free plan; paid from $14.99/mo ($14.99 per entity/month × 1)",
        "summary": "Free plan; paid from $14.99/mo ($14.99 per entity/month × 1). HelloBooks offers a permanent free plan and paid monthly per-entity plans ranging from $14.99 to $199 in its USD market."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "stackone_com",
      "name": "AI Agent for Month-End Accruals",
      "url": "https://stackone.com/use-cases/ai-agent-month-end-accruals",
      "short_summary": "automates month-end accruals and journal entries by identifying accruals, calculating amounts, generating and validating journal entries, routing for approval,…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 600,
            "monthly_usd": 600,
            "commitment": "monthly",
            "basis": "$600/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$600 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 600,
        "monthly_usd": 600,
        "headline": "Free plan; paid from $600/mo",
        "summary": "Free plan; paid from $600/mo. StackOne offers a free Starter plan and a Team plan priced at $600 per month, with additional credits and connector and agent capabilities."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agenticbooks",
      "name": "Agenticbooks",
      "url": "https://www.agenticbooks.ai/",
      "short_summary": "Books that build themselves. Instant financial statements and accounting for AI agents and founders. Connect a source and automatically ship numbers to your ag…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Everything, One Plan",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Everything, One Plan",
              "price": "$20/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "From $20/mo",
        "summary": "From $20/mo. AgenticBooks offers one $20 per-organization monthly plan, with the first month free and no card required."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ai_agent_for_workflow_in_finan",
      "name": "AI Agent for Finance Workflow Automation",
      "url": "https://arahi.ai/ai-agent/finance-dept/workflow-automation",
      "short_summary": "Automates finance & accounting workflows — reconciliations, invoice/AP processing, expense management, financial close, revenue recognition, tax compliance, ap…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Growth",
            "monthly_native": 49,
            "monthly_usd": 49,
            "commitment": "monthly",
            "basis": "$49/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Growth",
              "price": "$49/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale",
              "price": "$299/month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "From $49/mo",
        "summary": "From $49/mo. DeskFerry offers three automatically renewing monthly plans priced from $49 to $299, each including unlimited agents and a monthly credit allowance."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "aidoo",
      "name": "Aidoo",
      "url": "https://aidoo.ai",
      "short_summary": "Query and update your Odoo ERP in plain language: search records, inspect model schemas, create quotations and invoices, generate Odoo PDF reports, upload atta…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Standard",
            "monthly_native": 19,
            "monthly_usd": 21.27,
            "commitment": "monthly",
            "basis": "€19 per utilisateur/month × 1",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Standard (annual billing)",
            "monthly_equivalent_native": 1.42,
            "total_native": 17
          },
          "rates": [
            {
              "line": "Packs de crédits",
              "per": "per unit",
              "text": "€10 per unit"
            }
          ],
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Standard",
              "price": "19 € HT / utilisateur / mois",
              "kind": "base_subscription",
              "unit": "utilisateur",
              "billed": "monthly"
            },
            {
              "name": "Standard (annual billing)",
              "price": "17 € HT / utilisateur / mois avec engagement annuel billed annually",
              "kind": "base_subscription",
              "unit": "utilisateur",
              "billed": "annually"
            },
            {
              "name": "Aidoo Agents Starter",
              "price": "29 €/mois",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Aidoo Agents Pro",
              "price": "79 €/mois",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Aidoo Agents Business",
              "price": "199 €/mois",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Packs de crédits",
              "price": "10 € pour 1 000 crédits",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 21.27,
        "monthly_usd": 21.27,
        "headline": "From €19/mo (€19 per utilisateur/month × 1); €1.42/mo equivalent billed annually",
        "summary": "From €19/mo (€19 per utilisateur/month × 1); €1.42/mo equivalent billed annually. Aidoo AI coûte 19 € HT par utilisateur et par mois, ou 17 € avec engagement annuel, avec des extensions d'agents proposées de 29 € à 199 € par mois."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "bookkeeping",
      "name": "Bookkeeping",
      "url": "https://helloledger.io",
      "short_summary": "Bookkeeping and accounting for owner-operated businesses. Query transactions, categorize expenses, create and send invoices, manage customers, and pull financi…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "HelloLedger",
            "monthly_native": 29.99,
            "monthly_usd": 29.99,
            "commitment": "monthly",
            "basis": "$29.99/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "HelloLedger (annual billing)",
            "monthly_equivalent_native": 19.93,
            "total_native": 239.16
          },
          "currency": "USD",
          "lines": [
            {
              "name": "HelloLedger",
              "price": "$29.99 USD / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "HelloLedger (annual billing)",
              "price": "$19.93/mo billed annually ($239.20 USD/year)",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29.99,
        "monthly_usd": 29.99,
        "headline": "From $29.99/mo; $19.93/mo equivalent billed annually",
        "summary": "From $29.99/mo; $19.93/mo equivalent billed annually. HelloLedger offers one subscription plan at $29.99 per month, with founding-member pricing of $23.99 per month for the first two years and an annual option shown as $239.20 per year."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "exactonline",
      "name": "Exactonline",
      "url": "https://ledgerbotje.nl/",
      "short_summary": "Koppel Exact Online met Ledger Botje aan je favoriete AI. En automatiseer uw Exact Online administratie.",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 39,
            "monthly_usd": 43.65,
            "commitment": "monthly",
            "basis": "€39 per maand/month × 1",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Basic (annual billing)",
            "monthly_equivalent_native": 35.75,
            "total_native": 429
          },
          "currency": "EUR",
          "notes": [
            "add-ons / components (not a whole-product price): Extra administraties vanaf €49/mnd; Extra AI-verzoeken vanaf €19/mnd",
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Basic",
              "price": "€39 per maand",
              "kind": "base_subscription",
              "unit": "maand",
              "billed": "monthly"
            },
            {
              "name": "Basic (annual billing)",
              "price": "€35.75/mo billed yearly (€429 per jaar)",
              "kind": "base_subscription",
              "unit": "jaar",
              "billed": "annually"
            },
            {
              "name": "Advanced",
              "price": "€59 per maand",
              "kind": "base_subscription",
              "unit": "maand",
              "billed": "monthly"
            },
            {
              "name": "Advanced (annual billing)",
              "price": "€54.08/mo billed yearly (€649 per jaar)",
              "kind": "base_subscription",
              "unit": "jaar",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Op maat, prijs op aanvraag",
              "kind": "unknown"
            },
            {
              "name": "Extra administraties",
              "price": "vanaf €49/mnd",
              "kind": "add_on",
              "billed": "monthly"
            },
            {
              "name": "Extra AI-verzoeken",
              "price": "vanaf €19/mnd",
              "kind": "add_on",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 43.65,
        "monthly_usd": 43.65,
        "headline": "From €39/mo (€39 per maand/month × 1); €35.75/mo equivalent billed annually",
        "summary": "From €39/mo (€39 per maand/month × 1); €35.75/mo equivalent billed annually. Ledgerbotje biedt Basic vanaf €39 per maand en Advanced vanaf €59 per maand, met jaarlijkse opties en een maatwerk Enterprise-plan."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "gep_quantum_intelligence",
      "name": "GEP Quantum Intelligence",
      "url": "https://gep.com/software/gep-quantum-intelligence/agentic-integration",
      "short_summary": "Integrates AI agents across enterprise systems for autonomous procurement; agents extract quotes, run sourcing events, negotiate with suppliers, and enforce co…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "GEP Quantum Intelligence",
              "price": "Contact for pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). GEP Quantum Intelligence does not publish a numeric price and directs buyers to contact the company for pricing."
      },
      "home_niche": "procure-to-pay-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/erp-automation",
  "summary": {
    "niche": "erp-automation",
    "sector": "finance-ops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $21/mo (8 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 8,
          "reliability": "medium",
          "median": 20.83,
          "p25": 18.75,
          "p75": 29,
          "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": 6,
          "reliability": "medium",
          "median": 47.93,
          "p25": 32.49,
          "p75": 55.86,
          "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": 4,
          "reliability": "low",
          "median": 132,
          "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": 4,
          "reliability": "low",
          "median": 144.75,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": [
            9,
            15
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "erp-automation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/erp-automation",
    "counts": {
      "listings_with_price_capture": 46,
      "listings_with_observed_public_price": 21,
      "providers_with_numeric_monthly_price_latest_scan": 14,
      "like_for_like_comparable_pairs": 12
    },
    "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": 20,
        "provider_count": 9,
        "plan_observation_count": 10,
        "data_confidence": 0.7,
        "data_confidence_basis": {
          "provider_component": 0.75,
          "observation_component": 0.5,
          "provider_count": 9,
          "plan_observation_count": 10
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "mcp_1c",
            "usd": 0.03
          },
          {
            "provider": "sap_agent",
            "usd": 9
          },
          {
            "provider": "hellobooks",
            "usd": 14.99
          },
          {
            "provider": "dubbl",
            "usd": 15
          },
          {
            "provider": "nag79938_deepledger",
            "usd": 20
          },
          {
            "provider": "agenticbooks",
            "usd": 20
          },
          {
            "provider": "odoo_mcp_server",
            "usd": 29
          },
          {
            "provider": "xero",
            "usd": 29
          },
          {
            "provider": "aidoo",
            "usd": 33.06
          }
        ],
        "p25": 14.99,
        "p75": 29
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 47.93,
        "provider_count": 6,
        "plan_observation_count": 9,
        "data_confidence": 0.49,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.45,
          "provider_count": 6,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "frihet_mcp",
            "usd": 21.66
          },
          {
            "provider": "bookkeeping",
            "usd": 29.99
          },
          {
            "provider": "hellobooks",
            "usd": 39.99
          },
          {
            "provider": "aidoo",
            "usd": 55.86
          },
          {
            "provider": "xero",
            "usd": 62.5
          },
          {
            "provider": "ai_agent_for_workflow_in_finan",
            "usd": 99
          }
        ],
        "p25": 32.49,
        "p75": 60.84
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 144.75,
        "provider_count": 8,
        "plan_observation_count": 12,
        "data_confidence": 0.65,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.6,
          "provider_count": 8,
          "plan_observation_count": 12
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "dubbl",
            "usd": 82.5
          },
          {
            "provider": "sap_agent",
            "usd": 90
          },
          {
            "provider": "odoo_mcp_server",
            "usd": 139
          },
          {
            "provider": "hellobooks",
            "usd": 139.5
          },
          {
            "provider": "nag79938_deepledger",
            "usd": 150
          },
          {
            "provider": "ai_agent_for_workflow_in_finan",
            "usd": 174
          },
          {
            "provider": "aidoo",
            "usd": 226.86
          },
          {
            "provider": "stackone_com",
            "usd": 600
          }
        ],
        "p25": 126.75,
        "p75": 187.22
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 46,
      "listings_with_observed_public_price": 21,
      "normalized_observations": 32,
      "comparable_providers": 13,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 11,
        "unrankable_or_unparseable": 3,
        "free_or_zero": 1,
        "one_time": 1,
        "usage_not_monthly": 6
      }
    },
    "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": 11,
      "unrankable_or_unparseable": 3,
      "free_or_zero": 1,
      "one_time": 1,
      "usage_not_monthly": 6
    },
    "billing_mix": {
      "subscription": 10,
      "freemium": 8,
      "free": 2,
      "contact_sales": 1
    },
    "free_tier_share": 0.48,
    "top_providers": [
      {
        "agent_id": "bling_mcp",
        "name": "Bling",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is displayed for the Bling MCP server."
        },
        "observed": false
      },
      {
        "agent_id": "digits_developer",
        "name": "Digits Developer",
        "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": "frihet_mcp",
        "name": "Frihet",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 9,
              "monthly_usd": 10.07,
              "commitment": "monthly",
              "basis": "€9 per me/month × 1",
              "billing_verified": true
            },
            "currency": "EUR",
            "notes": [
              "prices in EUR as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "0 EUR/mes",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "€9/mes",
                "kind": "base_subscription",
                "unit": "me",
                "billed": "monthly"
              },
              {
                "name": "Premium",
                "price": "€29/mes",
                "kind": "base_subscription",
                "unit": "me",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Personalizado",
                "kind": "unknown"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 10.07,
          "monthly_usd": 10.07,
          "headline": "Free plan; paid from €9/mo (€9 per me/month × 1)",
          "summary": "Free plan; paid from €9/mo (€9 per me/month × 1). Frihet offers a permanent Free plan, Pro at €9/month, Premium at €29/month, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "hellobooks",
        "name": "Hellobooks",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 14.99,
              "monthly_usd": 14.99,
              "commitment": "monthly",
              "basis": "$14.99 per entity/month × 1",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0/mo",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$14.99/mo / entity",
                "kind": "base_subscription",
                "unit": "entity",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$39.99/mo / entity",
                "kind": "base_subscription",
                "unit": "entity",
                "billed": "monthly"
              },
              {
                "name": "Business",
                "price": "$79.99/mo / entity",
                "kind": "base_subscription",
                "unit": "entity",
                "billed": "monthly"
              },
              {
                "name": "Scale",
                "price": "$199/mo / entity",
                "kind": "base_subscription",
                "unit": "entity",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 14.99,
          "monthly_usd": 14.99,
          "headline": "Free plan; paid from $14.99/mo ($14.99 per entity/month × 1)",
          "summary": "Free plan; paid from $14.99/mo ($14.99 per entity/month × 1). HelloBooks offers a permanent free plan and paid monthly per-entity plans ranging from $14.99 to $199 in its USD market."
        },
        "observed": true
      },
      {
        "agent_id": "stackone_com",
        "name": "AI Agent for Month-End Accruals",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Team",
              "monthly_native": 600,
              "monthly_usd": 600,
              "commitment": "monthly",
              "basis": "$600/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Team",
                "price": "$600 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 600,
          "monthly_usd": 600,
          "headline": "Free plan; paid from $600/mo",
          "summary": "Free plan; paid from $600/mo. StackOne offers a free Starter plan and a Team plan priced at $600 per month, with additional credits and connector and agent capabilities."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "erp-automation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "erp-automation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "bling_mcp"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "bling_mcp"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}