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Accounts Receivable Collections

Query this niche via MCPmarket_report({ query: "Accounts Receivable Collections", response_mode: "summary" })
active marketmarket pulse 59/100commercial money present1 new builders in 30d26 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$500/mo
$70–$3,990 middle half · 6 providers · median of every priced plan point, all tiers
MCP servers · median
None priced — too few for a MCP servers median.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $500
ledgerup · $500
Floatbot Lexi Collections · $1,309
refundhalt · $50
Beam Dunning Letter · $50
Ai Collections Agent Ezintegra · $135
Beam Dunning Letter · $3,990
Floatbot Lexi Collections · $6,199
refundhalt · $70
bolta · $125,000
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Accounts Receivable Collections (latest observation 2026-10-16T03:43:44.171Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "accounts-receivable-collections",
  "parent_sector": "finance-ops",
  "provider_type_pricing": {
    "slug": "accounts-receivable-collections",
    "pricing_basis": "lowest_observed_monthly_usd",
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    "provider_type_methodology_published_at": "2026-07-31",
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        "reason": "Fewer than three comparable priced MCP servers are available."
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
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                "monthly_usd": null
              },
              {
                "provider": "ledgerup",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing - tailored to your integrations",
                "monthly_usd": null
              },
              {
                "provider": "ledgerup",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 8,
          "normalized_observations": 14,
          "comparable_providers": 7,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "ambiguous_cadence": 5,
            "usage_not_monthly": 5
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "team_sme": 0,
      "enterprise": 4,
      "pro": 0
    },
    "billingMix": {
      "contact_sales": 4,
      "usage": 2,
      "subscription": 4,
      "free": 1,
      "freemium": 3
    },
    "freeTierShare": 0.29,
    "medianLowestUsd": 50
  },
  "movement": {
    "niche": "accounts-receivable-collections",
    "sector": "finance-ops",
    "pricedNow": 6,
    "pairs": 6,
    "repriced": [
      {
        "handle": "apollo_invoicing",
        "from": 5.59,
        "to": 5.6,
        "pct": 0.2
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "repricing",
    "narrative": "Genuine repricing: 1 agent repriced — all up (avg +0%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 10,
        "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": "ai_collections_agent_ezintegra",
      "name": "AI Collections Agent",
      "url": "https://ezintegrations.ai/product/ai-collections-agent",
      "short_summary": "Autonomously prioritizes overdue AR accounts using ML payment propensity scoring, sends personalized collection outreach, evaluates/approves payment plan reque…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "$120 plan",
            "monthly_native": 120,
            "monthly_usd": 120,
            "commitment": "monthly",
            "basis": "$120/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "$120 plan",
              "price": "$120 / month per automation",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "$150 plan",
              "price": "$150 / month per automation",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 120,
        "monthly_usd": 120,
        "headline": "Free plan; paid from $120/mo",
        "summary": "Free plan; paid from $120/mo. The service lists a free option and paid automation plans at $120 or $150 per month per automation, with AI Credits charged separately."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "fazeshift",
      "name": "Fazeshift",
      "url": "https://fazeshift.com/",
      "short_summary": "Automates accounts receivable processes including cash application, collections, contract review, billing, credit checks, payment disputes, and customer onboar…",
      "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": "ledgerup",
      "name": "Ledgerup",
      "url": "https://ledgerup.ai/product/ai-billing-agent",
      "short_summary": "Automates contract-to-cash billing operations: reads contracts, creates and sends invoices, chases overdue payments, reconciles cash, and syncs data across sys…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 500,
            "monthly_usd": 500,
            "commitment": "monthly",
            "basis": "$500/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Starter overage",
              "per": "per credit",
              "text": "$0.12 per credit"
            },
            {
              "line": "Growth overage",
              "per": "per credit",
              "text": "$0.09 per credit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$500 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter overage",
              "price": "$0.12 / credit",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Growth",
              "price": "Custom pricing - tailored to your integrations",
              "kind": "custom"
            },
            {
              "name": "Growth overage",
              "price": "$0.09 / credit",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 500,
        "monthly_usd": 500,
        "headline": "From $500/mo",
        "summary": "From $500/mo. LedgerUp lists a Starter plan at $500 per month with 10,000 monthly Ari credits, while Growth and Enterprise use custom pricing and additional usage rates apply."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "apollo_invoicing",
      "name": "Apollo Invoicing",
      "url": "https://getapollo.io/global/en/",
      "short_summary": "Search customers, review invoices and payment status, and prepare draft invoices in Apollo Invoicing. Connect with OAuth to one business and environment. Read-…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Simple",
            "monthly_native": 4.99,
            "monthly_usd": 5.6,
            "commitment": "monthly",
            "basis": "€4.99/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Invoice scanning",
              "per": "per page",
              "text": "€0.05 per page"
            },
            {
              "line": "Pro invoice overage",
              "per": "per overage",
              "text": "€0.01 per overage"
            }
          ],
          "currency": "EUR",
          "notes": [
            "add-on / component (not a whole-product price): Extra store €5.99/month",
            "prices in EUR as published; USD figures are conversions at 2026-10-16"
          ],
          "lines": [
            {
              "name": "Simple",
              "price": "€4.99 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Advanced",
              "price": "€12.99 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "€24.99 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Extra store",
              "price": "€5.99/month",
              "kind": "add_on",
              "billed": "monthly"
            },
            {
              "name": "Invoice scanning",
              "price": "€0.05/page",
              "kind": "usage_rate",
              "unit": "page",
              "billed": "usage"
            },
            {
              "name": "Pro invoice overage",
              "price": "€0.01 per overage invoice",
              "kind": "usage_rate",
              "unit": "overage",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5.6,
        "monthly_usd": 5.6,
        "headline": "From €4.99/mo",
        "summary": "From €4.99/mo. Apollo offers three monthly subscription tiers from €4.99 to €24.99, with a 14-day free trial, annual billing advertised as two months free, and additional usage or store fees on applicable plans."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "beam_dunning_letter",
      "name": "Dunning Letter AI Agent",
      "url": "https://beam.ai/skills/dunning-letter",
      "short_summary": "Generates respectful collection/dunning letters for overdue payments and automates reminders, payment status tracking, and reporting",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 50,
            "monthly_usd": 50,
            "commitment": "monthly",
            "basis": "$50/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$50/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale Plan",
              "price": "$3990/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom Plan",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free plan; paid from $50/mo",
        "summary": "Free plan; paid from $50/mo. Beam AI offers a free plan, a $50/month Pro plan, a $3990/month Scale plan, and a custom-priced plan for tailored automation needs."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "domu_ai",
      "name": "Domu Ai",
      "url": "https://domu.ai/",
      "short_summary": "automates compliant customer servicing and account resolution conversations across the customer lifecycle (collections, debt recovery, right-party contact)",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing was found on the homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "dunning_software_aipowered_dun",
      "name": "Dunning Software Aipowered Dun",
      "url": "https://highradius.com/product/dunning-software",
      "short_summary": "automates personalized dunning outreach and collections for past-due accounts receivable, predicts delinquencies and prioritizes high-risk accounts",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "fakturoid",
      "name": "Fakturoid",
      "url": " https://www.fakturoid.cz/ai",
      "short_summary": "Official MCP server for Fakturoid — Czech invoicing for freelancers and small businesses. Issue invoices, check overdue receivables, manage contacts, expenses…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "invoice",
      "name": "Invoice",
      "url": "https://invoice.kema-studio.com",
      "short_summary": "French-compliant e-invoicing (Factur-X, accredited platform) driven from any MCP client: create, issue and track invoices, quotes, retainers and credit notes.…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The homepage advertises a free trial but does not publicly disclose subscription pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "nexum_group",
      "name": "Nexum Group",
      "url": "https://www.nexumgroupinc.com",
      "short_summary": "debt collection and accounts receivable recovery",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": []
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Nexum Group offers quote-based contingency pricing with no upfront costs and no fee when there is no recovery."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "dubbl",
      "name": "Dubbl",
      "url": "https://dubbl.dev",
      "short_summary": "Open-source accounting and ERP platform with MCP protocol support for AI agents. Offers double-entry bookkeeping, invoicing, inventory, payroll, projects, and…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 12,
            "monthly_usd": 12,
            "commitment": "monthly",
            "basis": "$12 per seat/month × 1",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Pro (annual billing)",
            "monthly_equivalent_native": 10,
            "total_native": 120
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$12 /seat/mo",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$10 /seat/mo billed yearly",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "annually"
            },
            {
              "name": "Storage Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Storage Starter",
              "price": "$15 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Storage Starter (annual billing)",
              "price": "$13 /mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Storage Growth",
              "price": "$45 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Storage Growth (annual billing)",
              "price": "$38 /mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Storage Scale",
              "price": "$120 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Storage Scale (annual billing)",
              "price": "$100 /mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 12,
        "monthly_usd": 12,
        "headline": "Free plan; paid from $12/mo ($12 per seat/month × 1); $10/mo equivalent billed annually",
        "summary": "Free plan; paid from $12/mo ($12 per seat/month × 1); $10/mo equivalent billed annually. Dubbl offers a forever-free bookkeeping plan, a Pro plan at $12 per seat monthly or $10 per seat monthly billed yearly, plus separately priced storage add-ons."
      },
      "home_niche": "erp-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "flowie",
      "name": "Flowie",
      "url": "https://get-flowie.com/en/lp/gartner/the-ultimate-procurement-and-finance-operations-platform",
      "short_summary": "Agentic AI platform for finance and procurement operations with multi-ERP orchestration. Features AI agents for invoice processing, approval workflows, collect…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Growth",
            "monthly_native": 12,
            "monthly_usd": 13.46,
            "commitment": "monthly",
            "basis": "€12/month",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-16"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "€0/forever",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Growth",
              "price": "FROM €12/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 13.46,
        "monthly_usd": 13.46,
        "headline": "Free plan; paid from €12/mo",
        "summary": "Free plan; paid from €12/mo. Flowie offers a freemium model with a free tier (€0, up to 24 docs/month), a usage-based Growth plan starting from €12/month, and custom Enterprise pricing."
      },
      "home_niche": "procure-to-pay-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "paidai_monetization_platform_f",
      "name": "Paidai Monetization Platform F",
      "url": "https://paid.ai/blog/billing",
      "short_summary": "provides monetization, billing, pricing, packaging, and cost tracking for AI agent companies",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": []
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Pricing is customized around the value delivered, with no public numeric plans and a prompt to contact the company."
      },
      "home_niche": "spend-management-saas",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/accounts-receivable-collections",
  "summary": {
    "niche": "accounts-receivable-collections",
    "sector": "finance-ops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Team / SME median $3,990/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 3,
          "reliability": "low",
          "median": 3990,
          "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": [
            500,
            1309
          ]
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            49.99,
            50
          ]
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "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": [
            69.99,
            125000
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "accounts-receivable-collections"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/accounts-receivable-collections",
    "counts": {
      "listings_with_price_capture": 25,
      "listings_with_observed_public_price": 14,
      "providers_with_numeric_monthly_price_latest_scan": 6,
      "like_for_like_comparable_pairs": 6
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 500,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "apollo_invoicing",
            "usd": 5.69
          },
          {
            "provider": "ledgerup",
            "usd": 500
          },
          {
            "provider": "floatbot_lexi_collections",
            "usd": 1309
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49.99,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "apollo_invoicing",
            "usd": 21.65
          },
          {
            "provider": "refundhalt",
            "usd": 49.99
          },
          {
            "provider": "beam_dunning_letter",
            "usd": 50
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 3990,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "ai_collections_agent_ezintegra",
            "usd": 135
          },
          {
            "provider": "beam_dunning_letter",
            "usd": 3990
          },
          {
            "provider": "floatbot_lexi_collections",
            "usd": 6199
          }
        ]
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 25035,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "refundhalt",
            "usd": 69.99
          },
          {
            "provider": "bolta",
            "usd": 50000
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 25,
      "listings_with_observed_public_price": 14,
      "normalized_observations": 14,
      "comparable_providers": 7,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "ambiguous_cadence": 5,
        "usage_not_monthly": 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": 5,
      "usage_not_monthly": 5
    },
    "billing_mix": {
      "contact_sales": 4,
      "usage": 2,
      "subscription": 4,
      "free": 1,
      "freemium": 3
    },
    "free_tier_share": 0.29,
    "top_providers": [
      {
        "agent_id": "ai_collections_agent_ezintegra",
        "name": "AI Collections Agent",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "$120 plan",
              "monthly_native": 120,
              "monthly_usd": 120,
              "commitment": "monthly",
              "basis": "$120/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "$120 plan",
                "price": "$120 / month per automation",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "$150 plan",
                "price": "$150 / month per automation",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 120,
          "monthly_usd": 120,
          "headline": "Free plan; paid from $120/mo",
          "summary": "Free plan; paid from $120/mo. The service lists a free option and paid automation plans at $120 or $150 per month per automation, with AI Credits charged separately."
        },
        "observed": true
      },
      {
        "agent_id": "fazeshift",
        "name": "Fazeshift",
        "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": "ledgerup",
        "name": "Ledgerup",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 500,
              "monthly_usd": 500,
              "commitment": "monthly",
              "basis": "$500/month",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Starter overage",
                "per": "per credit",
                "text": "$0.12 per credit"
              },
              {
                "line": "Growth overage",
                "per": "per credit",
                "text": "$0.09 per credit"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "$500 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Starter overage",
                "price": "$0.12 / credit",
                "kind": "usage_rate",
                "unit": "credit",
                "billed": "usage"
              },
              {
                "name": "Growth",
                "price": "Custom pricing - tailored to your integrations",
                "kind": "custom"
              },
              {
                "name": "Growth overage",
                "price": "$0.09 / credit",
                "kind": "usage_rate",
                "unit": "credit",
                "billed": "usage"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 500,
          "monthly_usd": 500,
          "headline": "From $500/mo",
          "summary": "From $500/mo. LedgerUp lists a Starter plan at $500 per month with 10,000 monthly Ari credits, while Growth and Enterprise use custom pricing and additional usage rates apply."
        },
        "observed": true
      },
      {
        "agent_id": "apollo_invoicing",
        "name": "Apollo Invoicing",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Simple",
              "monthly_native": 4.99,
              "monthly_usd": 5.6,
              "commitment": "monthly",
              "basis": "€4.99/month",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Invoice scanning",
                "per": "per page",
                "text": "€0.05 per page"
              },
              {
                "line": "Pro invoice overage",
                "per": "per overage",
                "text": "€0.01 per overage"
              }
            ],
            "currency": "EUR",
            "notes": [
              "add-on / component (not a whole-product price): Extra store €5.99/month",
              "prices in EUR as published; USD figures are conversions at 2026-10-16"
            ],
            "lines": [
              {
                "name": "Simple",
                "price": "€4.99 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Advanced",
                "price": "€12.99 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "€24.99 /month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Extra store",
                "price": "€5.99/month",
                "kind": "add_on",
                "billed": "monthly"
              },
              {
                "name": "Invoice scanning",
                "price": "€0.05/page",
                "kind": "usage_rate",
                "unit": "page",
                "billed": "usage"
              },
              {
                "name": "Pro invoice overage",
                "price": "€0.01 per overage invoice",
                "kind": "usage_rate",
                "unit": "overage",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 5.6,
          "monthly_usd": 5.6,
          "headline": "From €4.99/mo",
          "summary": "From €4.99/mo. Apollo offers three monthly subscription tiers from €4.99 to €24.99, with a 14-day free trial, annual billing advertised as two months free, and additional usage or store fees on applicable plans."
        },
        "observed": true
      },
      {
        "agent_id": "beam_dunning_letter",
        "name": "Dunning Letter AI Agent",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 50,
              "monthly_usd": 50,
              "commitment": "monthly",
              "basis": "$50/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$50/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale Plan",
                "price": "$3990/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom Plan",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 50,
          "monthly_usd": 50,
          "headline": "Free plan; paid from $50/mo",
          "summary": "Free plan; paid from $50/mo. Beam AI offers a free plan, a $50/month Pro plan, a $3990/month Scale plan, and a custom-priced plan for tailored automation needs."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "accounts-receivable-collections"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "accounts-receivable-collections",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "ai_collections_agent_ezintegra"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "ai_collections_agent_ezintegra"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

8 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
AI Collections AgentAutonomously prioritizes overdue AR accounts using ML payment propensity scoring, sends personalized collection outreach, evaluates/approves payment plan reque…
agent$120from / mo140% above100% liveagent140% above median100% live
LedgerupAutomates contract-to-cash billing operations: reads contracts, creates and sends invoices, chases overdue payments, reconciles cash, and syncs data across sys…
agent$500from / mo900.2% above100% liveagent900.2% above median100% live
AIApollo InvoicingSearch customers, review invoices and payment status, and prepare draft invoices in Apollo Invoicing. Connect with OAuth to one business and environment. Read-…
mcp$5.60from / mo88.8% below100% livemcp88.8% below median100% live
Dunning Letter AI AgentGenerates respectful collection/dunning letters for overdue payments and automates reminders, payment status tracking, and reporting
agent$50from / moat median100% liveagentat median100% live
RevexosRevExOS runs a free Model Context Protocol (MCP) server, so you can parse invoices and generate AR collections emails without leaving your Claude conversation.…
mcpFreefree to use—100% livemcp100% live
BoltaKorean financial AI assistant that automates tax invoice issuance, expense management, transaction tracking, and accounts receivable management for businesses.…
agent$37.25from / mo25.5% below100% liveagent25.5% below median100% live
Floatbot Lexi CollectionsAI-powered debt collection automation platform that handles outbound collection calls, payment reminders, and negotiations. Supports voice, chat, SMS, and emai…
agent$119from / mo138% above100% liveagent138% above median100% live
RefundhaltAutomatic refund and chargeback protection for iOS and Android apps. RefundHalt uses app usage evidence and policy rules to submit responses to Apple and Googl…
tool$49.99from / moat median100% livetoolat median100% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.