Accounts Receivable Collections

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    "provider_type_methodology_published_at": "2026-07-31",
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                "provider": "refundhalt",
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          {
            "billing": "usage",
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                "price": "Contact sales",
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        "day": "2026-07-20",
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        "day": "2026-07-28",
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        "day": "2026-07-29",
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        "day": "2026-07-30",
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        "pairs": 9,
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        "day": "2026-07-31",
        "index": 100,
        "pairs": 8,
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      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
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      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 8,
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        "day": "2026-08-03",
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        "day": "2026-08-04",
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      {
        "day": "2026-08-05",
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        "day": "2026-08-06",
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      {
        "day": "2026-08-07",
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      {
        "day": "2026-08-08",
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        "day": "2026-08-09",
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        "day": "2026-08-10",
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        "day": "2026-08-11",
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      {
        "day": "2026-08-12",
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        "day": "2026-08-13",
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    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
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        "headline": "Free tier, then from $90/mo",
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      "upvotes": 0
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      "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": {
        "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": "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free tier, then from $50/mo",
        "summary": "Free tier, then from $50/mo. 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, and no pricing page was available."
      },
      "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": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Pricing is not publicly displayed; customers must contact sales or request a quote."
      },
      "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": "nexum_group",
      "name": "Nexum Group",
      "url": "https://www.nexumgroupinc.com",
      "short_summary": "debt collection and accounts receivable recovery",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Nexum Group offers quote-based contingency pricing with no upfront costs and no fee when there is no recovery."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "prodigal_tech",
      "name": "Prodigal",
      "url": "https://www.prodigaltech.com/",
      "short_summary": "Automates loan servicing and debt collections operations, recovering payments via voice and digital channels",
      "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": "salient",
      "name": "Salient",
      "url": "https://www.trysalient.com/",
      "short_summary": "Automates consumer lending operations including servicing & collections calls, compliance auditing, insurance claims, payment disputes, and chargeoffs",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Salient does not display public product pricing on the supplied homepage, which directs prospective customers to book a demo."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 12,
        "monthly_usd": 12,
        "headline": "Free tier, then from $12/mo",
        "summary": "Free tier, then from $12/mo. 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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 13.9,
        "monthly_usd": 16.1,
        "headline": "Free tier, then from $13.9/mo",
        "summary": "Free tier, then from $13.9/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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 100,
        "monthly_usd": 100,
        "headline": "Free tier, then from $100/mo",
        "summary": "Free tier, then from $100/mo. Paid.ai offers a free-forever tier, monthly plans from $100 to $500, and custom Enterprise pricing, with a 20% annual-billing discount advertised."
      },
      "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 · Individual median $500/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 500,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 50,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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"
        }
      ],
      "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": 21,
      "listings_with_observed_public_price": 11,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 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": "refundhalt",
            "usd": 9.99
          },
          {
            "provider": "ledgerup",
            "usd": 500
          },
          {
            "provider": "floatbot_lexi_collections",
            "usd": 1049
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 50,
        "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": "refundhalt",
            "usd": 34.99
          },
          {
            "provider": "beam_dunning_letter",
            "usd": 50
          },
          {
            "provider": "ai_collections_agent_ezintegra",
            "usd": 90
          }
        ]
      },
      {
        "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": 4999
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 21,
      "listings_with_observed_public_price": 11,
      "normalized_observations": 12,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "usage_not_monthly": 3,
        "ambiguous_cadence": 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": {
      "usage_not_monthly": 3,
      "ambiguous_cadence": 5
    },
    "billing_mix": {
      "contact_sales": 5,
      "subscription": 3,
      "freemium": 2,
      "usage": 1
    },
    "free_tier_share": 0.18,
    "top_providers": [
      {
        "agent_id": "ai_collections_agent_ezintegra",
        "name": "AI Collections Agent",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 90,
          "monthly_usd": 90,
          "headline": "Free tier, then from $90/mo",
          "summary": "Free tier, then from $90/mo. eZintegrations lists a free option and paid automation plans from $90 to $150 per month per automation, with AI Credits added on some plans."
        },
        "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": {
          "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": "beam_dunning_letter",
        "name": "Dunning Letter AI Agent",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 50,
          "monthly_usd": 50,
          "headline": "Free tier, then from $50/mo",
          "summary": "Free tier, then from $50/mo. 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
      },
      {
        "agent_id": "domu_ai",
        "name": "Domu Ai",
        "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, and no pricing page was available."
        },
        "observed": false
      }
    ],
    "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"
      }
    ]
  }
}