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Claims Denial Management

Query this niche via MCPmarket_report({ query: "Claims Denial Management", response_mode: "summary" })
active marketmarket pulse 51/100commercial money present0 new builders in 30d11 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
None priced — too few for a MCP servers median.

All plans — Agents vs MCPs

each dot = one provider · log scale
No providers priced at the All tier yet.

All plans

0 priced
Providervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Claims Denial Management (latest observation 2026-10-14T03:32:48.116Z). 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": "claims-denial-management",
  "parent_sector": "healthcare-ops",
  "provider_type_pricing": {
    "slug": "claims-denial-management",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
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        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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  "crowding_level": "empty",
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  "adjacent_niches": [
    "clinical-trial-recruitment",
    "hcc-risk-adjustment",
    "pharmacy-benefits-management",
    "medical-billing-codes",
    "veterinary-triage",
    "ai-pharma-research"
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  "market_pulse": {
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    "byTierCohorts": {
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      "evidence": {
        "status": "observed_offers_only",
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        "observed_offers": [
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            "offers": [
              {
                "provider": "ezintegrations_healthcare",
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                "unit": "flat",
                "price": "$120 / mo",
                "monthly_usd": 120
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              {
                "provider": "infinx",
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                "billing": "monthly",
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                "price": "$5,000 per month",
                "monthly_usd": 5000
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            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "flobotics_denials_management",
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                "billing": "one_time",
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                "price": "$15,000–$25,000",
                "monthly_usd": null
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        ],
        "coverage": {
          "priced_providers": 3,
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          "strict_cohorts": 0,
          "exclusion_reasons": {
            "unrankable_or_unparseable": 2,
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    "quoteOnlyProvidersByTier": {
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    "billingMix": {
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    "freeTierShare": 0.5,
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  "movement": {
    "niche": "claims-denial-management",
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    "repriced": [],
    "newlyPriced": [],
    "droppedFromPriced": [
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    "likeForLikePct": 0,
    "kind": "composition",
    "narrative": "Composition change (average moved, but no agent changed its price): 1 stopped showing a public price."
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        "dayChangePct": 0
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      {
        "day": "2026-09-17",
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        "dayChangePct": 0
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      {
        "day": "2026-09-18",
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        "dayChangePct": 0
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        "day": "2026-09-19",
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        "day": "2026-09-22",
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        "pairs": 3,
        "dayChangePct": 0
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        "day": "2026-09-23",
        "index": 100,
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        "dayChangePct": 0
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      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
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      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 2,
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      {
        "day": "2026-09-26",
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        "pairs": 2,
        "dayChangePct": 0
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      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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        "day": "2026-09-30",
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        "day": "2026-10-02",
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        "day": "2026-10-03",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-10-06",
        "index": 100,
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        "dayChangePct": 0
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      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
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      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
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      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
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      {
        "day": "2026-10-10",
        "index": 100,
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        "day": "2026-10-11",
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        "day": "2026-10-12",
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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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      "price": {
        "observed": false,
        "billing": "not_found",
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      "upvotes": 0
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      "short_summary": "validates resident census, eligibility, and state forms data for skilled nursing facilities to identify and resolve revenue integrity issues before claims subm…",
      "price": {
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        "billing": "not_found",
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      "upvotes": 0
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      "price": {
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            "monthly_usd": 5000,
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            "basis": "$5,000/month",
            "billing_verified": true
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          "currency": "USD",
          "lines": [
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              "price": "$5,000 per month",
              "kind": "base_subscription",
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        "billing": "subscription",
        "lowest_monthly_usd": 5000,
        "monthly_usd": 5000,
        "headline": "From $5,000/mo",
        "summary": "From $5,000/mo. Custom annual engagements start at $5,000 per month, with final pricing determined after discovery and solution scoping."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "payer_contract_optimizer_ai_ag",
      "name": "Payer Contract Optimizer AI Agent",
      "url": "https://vijan.ai/agent-tracker/payer-contract-optimizer",
      "short_summary": "Analyzes payer mix and negotiates optimal reimbursement rates using historical claims data and market benchmarks",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public pricing or billing period is disclosed for the Payer Contract Optimizer."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "agentrise",
      "name": "Agentrise",
      "url": "https://apexon.com/ai-powered-claims-denial-management/",
      "short_summary": "AgentRise is an AI-powered healthcare claims denial management product that predicts denial risks, checks claims before submission, automates appeals, analyzes…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "claims_denial_prevention_worke",
      "name": "Claims Denial Prevention Worke",
      "url": "https://o2t.ai/portals/nexgile-sentinel-nexus/workers/claims-denial-prevention-worker/",
      "short_summary": "An AI worker for claims-denial prevention in insurance workflows.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "denial_management_ai_agent",
      "name": "Denial Management Ai Agent",
      "url": "https://droidal.ai/denial-management-ai-agent/",
      "short_summary": "An AI agent for managing denial-related workflows, likely in healthcare revenue cycle operations. Product details could not be verified because the page return…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "ezintegrations_healthcare",
      "name": "Ezintegrations Healthcare",
      "url": "https://ezintegrations.ai/ai-agents-healthcare-enterprise",
      "short_summary": "HIPAA-compliant AI agents for healthcare enterprises that autonomously handle clinical and revenue cycle workflows including prior authorization, claims denial…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "$120 + AI Credits 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 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "$120 + AI Credits plan",
              "price": "$120 + AI Credits / month per automation",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "$150 + AI Credits plan",
              "price": "$150 + AI Credits / 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 pricing page shows a Free option and paid automation plans from $120 per month, with AI Credits associated with the $120 and $150 plans."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "flobotics_denials_management",
      "name": "Flobotics Denials Management",
      "url": "https://flobotics.io/agents/denials-management-automation",
      "short_summary": "AI agent that automates healthcare claims denial management by analyzing EOBs, identifying denial causes, correcting root issues, and generating appeal packets…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "DIY / ChatGPT or Claude",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Most projects",
              "price": "$15,000–$25,000",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Most projects $15,000 (one-time)",
        "summary": "Free; Most projects $15,000 (one-time). Flobotics publicly lists a $0 self-service option and custom automation projects starting at $15,000–$25,000, while larger engagements require a tailored quote."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "transcure_ai_agents",
      "name": "Transcure Ai Agents",
      "url": "https://transcure.net/medical-billing/services/ai-agents",
      "short_summary": "AI agents for medical billing automation that handle prior authorizations, denials, and repetitive RCM tasks. Includes ELIXA for eligibility verification and P…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "AI Agents",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The homepage's structured data lists the AI Agents offering at $0, but provides no billing period or detailed public plan pricing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "datrics",
      "name": "Datrics",
      "url": "https://datrics.ai/",
      "short_summary": "Enterprise AI platform that automates medical coding, healthcare claim adjudication, audit, and compliance workflows for healthcare organizations with measurab…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "medical-coding-cdi",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/claims-denial-management",
  "summary": {
    "niche": "claims-denial-management",
    "sector": "healthcare-ops",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for claims-denial-management yet — too few comparable priced providers.",
      "benchmarks": [],
      "warnings": [
        "No priced providers meet the benchmark bar for this scope."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "claims-denial-management"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/claims-denial-management",
    "counts": {
      "listings_with_price_capture": 11,
      "listings_with_observed_public_price": 4,
      "providers_with_numeric_monthly_price_latest_scan": 2,
      "like_for_like_comparable_pairs": 2
    },
    "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": "observed_offers_only",
    "pricing_by_tier": null,
    "observed_offers": [
      {
        "billing": "monthly",
        "unit": "flat",
        "count": 2,
        "offers": [
          {
            "provider": "ezintegrations_healthcare",
            "tier": "team_sme",
            "billing": "monthly",
            "unit": "flat",
            "price": "$120 / mo",
            "monthly_usd": 120
          },
          {
            "provider": "infinx",
            "tier": "enterprise",
            "billing": "monthly",
            "unit": "flat",
            "price": "$5,000 per month",
            "monthly_usd": 5000
          }
        ]
      },
      {
        "billing": "one_time",
        "unit": "flat",
        "count": 1,
        "offers": [
          {
            "provider": "flobotics_denials_management",
            "tier": "enterprise",
            "billing": "one_time",
            "unit": "flat",
            "price": "$15,000–$25,000",
            "monthly_usd": null
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 11,
      "listings_with_observed_public_price": 4,
      "normalized_observations": 2,
      "comparable_providers": 2,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "unrankable_or_unparseable": 2,
        "one_time": 1
      }
    },
    "pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
    "pricing_excluded_observations": {
      "unrankable_or_unparseable": 2,
      "one_time": 1
    },
    "billing_mix": {
      "freemium": 1,
      "one-time": 1,
      "subscription": 1,
      "free": 1
    },
    "free_tier_share": 0.5,
    "top_providers": [
      {
        "agent_id": "appealmyclaim",
        "name": "Appealmyclaim",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown on the homepage, and no pricing page was available."
        },
        "observed": false
      },
      {
        "agent_id": "corecare_ai",
        "name": "Corecare Ai",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "CoreCare does not publish observable subscription pricing on the supplied homepage or case study page."
        },
        "observed": false
      },
      {
        "agent_id": "infinx",
        "name": "Infinx",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Custom pricing",
              "monthly_native": 5000,
              "monthly_usd": 5000,
              "commitment": "monthly",
              "basis": "$5,000/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Custom pricing",
                "price": "$5,000 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 5000,
          "monthly_usd": 5000,
          "headline": "From $5,000/mo",
          "summary": "From $5,000/mo. Custom annual engagements start at $5,000 per month, with final pricing determined after discovery and solution scoping."
        },
        "observed": true
      },
      {
        "agent_id": "payer_contract_optimizer_ai_ag",
        "name": "Payer Contract Optimizer AI Agent",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No reliable public pricing or billing period is disclosed for the Payer Contract Optimizer."
        },
        "observed": false
      },
      {
        "agent_id": "agentrise",
        "name": "Agentrise",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "claims-denial-management"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "claims-denial-management",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "appealmyclaim"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "appealmyclaim"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

3 providers, one sortable view

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

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.