Patient Engagement Agent

{
  "niche": "patient-engagement-agent",
  "parent_sector": "healthcare-ops",
  "provider_type_pricing": {
    "slug": "patient-engagement-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 15,
      "p25": null,
      "p75": null,
      "providers": 4
    },
    "by_provider_type": {
      "agent": {
        "median": 19.99,
        "p25": null,
        "p75": null,
        "providers": 3,
        "publishable": true,
        "confidence": "provisional"
      },
      "mcp": {
        "median": null,
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        "providers": 1,
        "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
  },
  "crowding_level": "crowded",
  "observed_node_count": 7,
  "adjacent_niches": [
    "claims-denial-management",
    "clinical-trial-recruitment",
    "hcc-risk-adjustment",
    "pharmacy-benefits-management",
    "medical-billing-codes",
    "veterinary-triage"
  ],
  "market_pulse": {
    "pulse": 47,
    "drivers": [
      "enterprise money present"
    ],
    "price_move_30d_pct": 0,
    "money_share": 0.875,
    "entry_rate": 0,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 4,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
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    "held_reason": {
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      "m": {
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    "tier_series": {
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      "enterprise": [
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    },
    "tier_own_move": {
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      "w": {
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      "m": {
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    },
    "tier_agents": {
      "individual": 3,
      "pro": 2,
      "team_sme": 1,
      "enterprise": 1
    },
    "obs_range": {
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    "tier_obs_range": {
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    }
  },
  "pricing": {
    "sampleSize": 27,
    "observed": 8,
    "byPersona": {
      "free": {
        "n": 2,
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        "reliability": "none",
        "median": null,
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      },
      "individual": {
        "n": 9,
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        "reliability": "medium",
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        "p25": 2,
        "p75": 11,
        "min": 0.08,
        "max": 19.99,
        "mean": 8.4,
        "stdev": 6.47,
        "usageShare": 0.78
      },
      "pro": {
        "n": 10,
        "nPriced": 10,
        "reliability": "medium",
        "median": 56.5,
        "p25": 40.5,
        "p75": 80.75,
        "min": 35.99,
        "max": 99,
        "mean": 61.4,
        "stdev": 23.09,
        "usageShare": 0
      },
      "team_sme": {
        "n": 1,
        "nPriced": 1,
        "reliability": "none",
        "median": 400,
        "p25": 400,
        "p75": 400,
        "min": 400,
        "max": 400,
        "mean": 400,
        "stdev": 0,
        "usageShare": 0
      },
      "enterprise": {
        "n": 6,
        "nPriced": 2,
        "reliability": "low",
        "median": 499.52,
        "p25": 249.77,
        "p75": 749.26,
        "min": 0.03,
        "max": 999,
        "mean": 499.52,
        "stdev": 706.38,
        "usageShare": 0.17
      }
    },
    "byPersonaMonthly": {
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        "nMonthly": 0,
        "p25": null,
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        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 2,
        "p25": 12.5,
        "median": 15,
        "p75": 17.49,
        "confidence": "low",
        "usageShare": 0.78,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 10,
        "p25": 40.5,
        "median": 56.5,
        "p75": 80.75,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "enterprise": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.17,
        "mixedBilling": true,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "insufficient",
      "cohorts": [],
      "rejected": {
        "usage_not_monthly": 8,
        "ambiguous_cadence": 6
      },
      "evidence": {
        "status": "observed_offers_only",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 9,
            "offers": [
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39/mo",
                "monthly_usd": 39
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$40/mo",
                "monthly_usd": 40
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$42/mo",
                "monthly_usd": 42
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$80/mo",
                "monthly_usd": 80
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$81/mo",
                "monthly_usd": 81
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$84/mo",
                "monthly_usd": 84
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/mo",
                "monthly_usd": 99
              },
              {
                "provider": "streebo",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$999/mo",
                "monthly_usd": 999
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 3,
            "offers": [
              {
                "provider": "try_compliantchatgpt",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$19.99 USD per user/month",
                "monthly_usd": 19.99
              },
              {
                "provider": "try_compliantchatgpt",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$35.99 USD per user/month",
                "monthly_usd": 35.99
              },
              {
                "provider": "try_compliantchatgpt",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$63.99 USD per user/month",
                "monthly_usd": 63.99
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "signal",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from $0.50 / cue",
                "monthly_usd": null
              },
              {
                "provider": "signal",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from $2 / patient / mo",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_agent",
            "count": 2,
            "offers": [
              {
                "provider": "lyzr_ai_healthcare",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_agent",
                "price": "$0.08/agent run",
                "monthly_usd": null
              },
              {
                "provider": "lyzr_ai_healthcare",
                "tier": "enterprise",
                "billing": "usage",
                "unit": "per_agent",
                "price": "$0.03/agent run",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_seat",
            "count": 4,
            "offers": [
              {
                "provider": "signal",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_seat",
                "price": "$12.00 / seat / mo",
                "monthly_usd": null
              },
              {
                "provider": "signal",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_seat",
                "price": "$11.00 / seat / mo",
                "monthly_usd": null
              },
              {
                "provider": "signal",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_seat",
                "price": "$10.40 / seat / mo",
                "monthly_usd": null
              },
              {
                "provider": "signal",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_seat",
                "price": "$9.60 / seat / mo",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 6,
            "offers": [
              {
                "provider": "cureagent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact for pricing",
                "monthly_usd": null
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$400",
                "monthly_usd": null
              },
              {
                "provider": "kiwihealth_ai_care_coordinator",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$10",
                "monthly_usd": null
              },
              {
                "provider": "signal",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom negotiated",
                "monthly_usd": null
              },
              {
                "provider": "signal",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom PO · SSO · BAA",
                "monthly_usd": null
              },
              {
                "provider": "try_compliantchatgpt",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 6,
          "normalized_observations": 12,
          "comparable_providers": 3,
          "strict_cohorts": 0,
          "exclusion_reasons": {
            "usage_not_monthly": 8,
            "ambiguous_cadence": 6
          }
        }
      }
    },
    "billingMix": {
      "freemium": 3,
      "subscription": 1,
      "contact_sales": 3,
      "usage": 1
    },
    "freeTierShare": 0.38,
    "medianLowestUsd": 15
  },
  "movement": {
    "niche": "patient-engagement-agent",
    "sector": "healthcare-ops",
    "pricedNow": 4,
    "pairs": 4,
    "repriced": [],
    "newlyPriced": [],
    "droppedFromPriced": [
      "jotform_ai_agents"
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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."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 6,
        "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": "dodo",
      "name": "Dodo",
      "url": "https://dodo.ai/",
      "short_summary": "Handles client communications for clinics — answers calls and texts, books appointments, registers clients, routes by urgency, handles refills, cancellations,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is displayed, and the pricing page returns a 404."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "hippocratic_ai",
      "name": "Hippocratic AI Healthcare Agent",
      "url": "https://hippocraticai.com/",
      "short_summary": "Conducts patient-facing healthcare communication tasks such as appointment scheduling, patient intake, chronic care management, post-discharge recovery support…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing was observed on the available homepage content."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "signal",
      "name": "signal",
      "url": "https://uphealth.us/signal",
      "short_summary": "provides adaptive health messaging for apps and agents with sequencing, receptivity scoring, and audience safety checking",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.6,
        "monthly_usd": 9.6,
        "headline": "Free tier, then from $9.6/mo",
        "summary": "Free tier, then from $9.6/mo. UpHealth offers a free Signal sandbox, usage-priced API tiers starting at $0.50 per cue, patient- and seat-based rates, and custom enterprise options."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "try_compliantchatgpt",
      "name": "CompliantChatGPT",
      "url": "https://compliantchatgpt.com/",
      "short_summary": "Provides a HIPAA-compliant conversational AI for healthcare workflows: AI medical scribing, drafting SOAP notes/clinical documentation, differential diagnoses,…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19.99,
        "monthly_usd": 19.99,
        "headline": "Free tier, then from $19.99/mo",
        "summary": "Free tier, then from $19.99/mo. Public pricing starts at $19.99 per user/month for Starter, with Pro at $35.99 and Full at $63.99, plus an Enterprise contact-sales option."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ai_for_patients_epic",
      "name": "Ai For Patients Epic",
      "url": "https://epic.com/software/ai-patients",
      "short_summary": "Built-in AI assistant in MyChart that answers patients' questions, surfaces information from their charts, schedules appointments via SMS, handles billing ques…",
      "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": "amazon_health_ai",
      "name": "Health AI",
      "url": "https://health.amazon.com/health-ai/learn-more",
      "short_summary": "Acts as a personal health assistant that brings in health records, provides personalized health guidance and insights, helps book appointments, connects users…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public Health AI pricing or subscription amount is shown; some care is described as available to Prime members at no additional cost."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "cenote",
      "name": "Cenote",
      "url": "https://joincenote.com/",
      "short_summary": "AI sales agents that handle customer conversations to automate intake, scheduling, abandoned cart recovery, win-back, and conversions",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for Cenote's AI agent service is shown on the homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "framewise_health",
      "name": "Framewise Health",
      "url": "https://framewisehealth.com/",
      "short_summary": "generates personalized, clinician-reviewed patient discharge education videos in 75+ languages and delivers them by SMS",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Framewise Health does not display public pricing; customers must book a demo or contact sales."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "frontdesk",
      "name": "Frontdesk",
      "url": "https://www.frontdesk.ai/",
      "short_summary": "handles front office for aesthetic practices: converts, nurtures, and books patient leads across calls, texts, webchat, and email",
      "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": "intouch",
      "name": "Intouch",
      "url": "https://intouch.family/en",
      "short_summary": "makes daily engaging AI phone conversations to seniors, providing companionship, reminders, check-ins, and preserving life stories",
      "price": {
        "observed": false,
        "billing": "unknown",
        "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
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "cari_ai",
      "name": "Cari Ai",
      "url": "https://cariai.com/en/healthcare-ai",
      "short_summary": "AI-powered healthcare platform that automates patient intake, triage, appointment scheduling, and provides AI copilot support for medical staff. Offers chatbot…",
      "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": "patient-scheduling",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "deepcura",
      "name": "Deepcura",
      "url": "https://deepcura.com/",
      "short_summary": "Agent-operated clinical AI platform with 7 specialized AI agents for healthcare practices. Includes AI scribe, receptionist, billing, nurse copilot, and commun…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 59,
        "monthly_usd": 59,
        "headline": "From $59/mo",
        "summary": "From $59/mo. DeepCura offers a $129-per-month provider subscription or a $999 annual plan, with extra credits available for $59 per month."
      },
      "home_niche": "medical-scribe",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "inferenz_caregence",
      "name": "Caregence",
      "url": "https://inferenz.ai/healthcare-solutions/caregence-platform",
      "short_summary": "Automates clinical, operational, and administrative healthcare workflows including patient onboarding, prior authorization, caregiver matching, engagement, sum…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The Caregence Platform is represented in homepage JSON-LD as a $0 offer, but no billing period or additional plan details are publicly shown."
      },
      "home_niche": "clinical-decision-support",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/patient-engagement-agent",
  "summary": {
    "niche": "patient-engagement-agent",
    "sector": "healthcare-ops",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for patient-engagement-agent 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": "patient-engagement-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/patient-engagement-agent",
    "counts": {
      "listings_with_price_capture": 27,
      "listings_with_observed_public_price": 8,
      "providers_with_numeric_monthly_price_latest_scan": 4,
      "like_for_like_comparable_pairs": 4
    },
    "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": 9,
        "offers": [
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$39/mo",
            "monthly_usd": 39
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$40/mo",
            "monthly_usd": 40
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$42/mo",
            "monthly_usd": 42
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$49/mo",
            "monthly_usd": 49
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$80/mo",
            "monthly_usd": 80
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$81/mo",
            "monthly_usd": 81
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$84/mo",
            "monthly_usd": 84
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$99/mo",
            "monthly_usd": 99
          },
          {
            "provider": "streebo",
            "tier": "enterprise",
            "billing": "monthly",
            "unit": "flat",
            "price": "$999/mo",
            "monthly_usd": 999
          }
        ]
      },
      {
        "billing": "monthly",
        "unit": "per_user",
        "count": 3,
        "offers": [
          {
            "provider": "try_compliantchatgpt",
            "tier": "individual",
            "billing": "monthly",
            "unit": "per_user",
            "price": "$19.99 USD per user/month",
            "monthly_usd": 19.99
          },
          {
            "provider": "try_compliantchatgpt",
            "tier": "pro",
            "billing": "monthly",
            "unit": "per_user",
            "price": "$35.99 USD per user/month",
            "monthly_usd": 35.99
          },
          {
            "provider": "try_compliantchatgpt",
            "tier": "pro",
            "billing": "monthly",
            "unit": "per_user",
            "price": "$63.99 USD per user/month",
            "monthly_usd": 63.99
          }
        ]
      },
      {
        "billing": "usage",
        "unit": "flat",
        "count": 2,
        "offers": [
          {
            "provider": "signal",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "from $0.50 / cue",
            "monthly_usd": null
          },
          {
            "provider": "signal",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "from $2 / patient / mo",
            "monthly_usd": null
          }
        ]
      },
      {
        "billing": "usage",
        "unit": "per_agent",
        "count": 2,
        "offers": [
          {
            "provider": "lyzr_ai_healthcare",
            "tier": "individual",
            "billing": "usage",
            "unit": "per_agent",
            "price": "$0.08/agent run",
            "monthly_usd": null
          },
          {
            "provider": "lyzr_ai_healthcare",
            "tier": "enterprise",
            "billing": "usage",
            "unit": "per_agent",
            "price": "$0.03/agent run",
            "monthly_usd": null
          }
        ]
      },
      {
        "billing": "usage",
        "unit": "per_seat",
        "count": 4,
        "offers": [
          {
            "provider": "signal",
            "tier": "individual",
            "billing": "usage",
            "unit": "per_seat",
            "price": "$12.00 / seat / mo",
            "monthly_usd": null
          },
          {
            "provider": "signal",
            "tier": "individual",
            "billing": "usage",
            "unit": "per_seat",
            "price": "$11.00 / seat / mo",
            "monthly_usd": null
          },
          {
            "provider": "signal",
            "tier": "individual",
            "billing": "usage",
            "unit": "per_seat",
            "price": "$10.40 / seat / mo",
            "monthly_usd": null
          },
          {
            "provider": "signal",
            "tier": "individual",
            "billing": "usage",
            "unit": "per_seat",
            "price": "$9.60 / seat / mo",
            "monthly_usd": null
          }
        ]
      },
      {
        "billing": "unspecified_period",
        "unit": "flat",
        "count": 6,
        "offers": [
          {
            "provider": "cureagent",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Contact for pricing",
            "monthly_usd": null
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "team_sme",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "$400",
            "monthly_usd": null
          },
          {
            "provider": "kiwihealth_ai_care_coordinator",
            "tier": "individual",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "$10",
            "monthly_usd": null
          },
          {
            "provider": "signal",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Custom negotiated",
            "monthly_usd": null
          },
          {
            "provider": "signal",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Custom PO · SSO · BAA",
            "monthly_usd": null
          },
          {
            "provider": "try_compliantchatgpt",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Contact Us",
            "monthly_usd": null
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 27,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 12,
      "comparable_providers": 3,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "usage_not_monthly": 8,
        "ambiguous_cadence": 6
      }
    },
    "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": {
      "usage_not_monthly": 8,
      "ambiguous_cadence": 6
    },
    "billing_mix": {
      "freemium": 3,
      "subscription": 1,
      "contact_sales": 3,
      "usage": 1
    },
    "free_tier_share": 0.38,
    "top_providers": [
      {
        "agent_id": "dodo",
        "name": "Dodo",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is displayed, and the pricing page returns a 404."
        },
        "observed": false
      },
      {
        "agent_id": "hippocratic_ai",
        "name": "Hippocratic AI Healthcare Agent",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public SaaS pricing was observed on the available homepage content."
        },
        "observed": false
      },
      {
        "agent_id": "signal",
        "name": "signal",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9.6,
          "monthly_usd": 9.6,
          "headline": "Free tier, then from $9.6/mo",
          "summary": "Free tier, then from $9.6/mo. UpHealth offers a free Signal sandbox, usage-priced API tiers starting at $0.50 per cue, patient- and seat-based rates, and custom enterprise options."
        },
        "observed": true
      },
      {
        "agent_id": "try_compliantchatgpt",
        "name": "CompliantChatGPT",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19.99,
          "monthly_usd": 19.99,
          "headline": "Free tier, then from $19.99/mo",
          "summary": "Free tier, then from $19.99/mo. Public pricing starts at $19.99 per user/month for Starter, with Pro at $35.99 and Full at $63.99, plus an Enterprise contact-sales option."
        },
        "observed": true
      },
      {
        "agent_id": "ai_for_patients_epic",
        "name": "Ai For Patients Epic",
        "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": "patient-engagement-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "patient-engagement-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "dodo"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "dodo"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}