Short Term Rental Management

{
  "niche": "short-term-rental-management",
  "parent_sector": "real-estate",
  "provider_type_pricing": {
    "slug": "short-term-rental-management",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
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      "p25": null,
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      "providers": 5
    },
    "by_provider_type": {
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        "publishable": true,
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      "mcp": {
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        "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": "sparse",
  "observed_node_count": 1,
  "adjacent_niches": [
    "mortgage-application-processing",
    "property-valuation-automation",
    "title-search-automation",
    "lease-abstraction",
    "tenant-screening",
    "maintenance-request-triage"
  ],
  "market_pulse": {
    "pulse": 34,
    "drivers": [],
    "price_move_30d_pct": -20.6,
    "money_share": 0.2,
    "entry_rate": 0,
    "alive_share": 1
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  "price_move": {
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    "comparable_agents": 4,
    "quarantined_agents": 1,
    "confidence": "high",
    "published": {
      "d": true,
      "w": true,
      "m": true
    },
    "held_reason": {
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      "w": null,
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    },
    "driver": {
      "d": "guesty_copilot's \"Full AI Property Manager\" $100→$199 (+99%)",
      "w": "guesty_copilot's \"Full AI Property Manager\" $100→$199 (+99%)",
      "m": "guesty_copilot's \"Full AI Property Manager\" $100→$199 (+99%)"
    },
    "tier_contribution": {
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      "team_sme": [
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      "enterprise": [
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    "tier_own_move": {
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      },
      "w": {
        "individual": 0,
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      },
      "m": {
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    },
    "tier_agents": {
      "individual": 1,
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    "obs_range": {
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    "tier_obs_range": {
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    }
  },
  "pricing": {
    "sampleSize": 11,
    "observed": 5,
    "byPersona": {
      "free": {
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      "individual": {
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      },
      "pro": {
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        "usageShare": 0.22
      },
      "team_sme": {
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      },
      "enterprise": {
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        "p75": 5500,
        "min": 5500,
        "max": 5500,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
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        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 5,
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        "median": 1,
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        "confidence": "medium",
        "usageShare": 0.25,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 7,
        "p25": 32.26,
        "median": 49,
        "p75": 69.52,
        "confidence": "medium",
        "usageShare": 0.22,
        "mixedBilling": true,
        "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,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 49.1,
          "provider_count": 4,
          "plan_observation_count": 7,
          "data_confidence": 0.34,
          "data_confidence_basis": {
            "provider_component": 0.33,
            "observation_component": 0.35,
            "provider_count": 4,
            "plan_observation_count": 7
          },
          "reliability": "low",
          "members": [
            {
              "provider": "ai_property_management_assista",
              "usd": 14
            },
            {
              "provider": "hemmabo_mcp_server",
              "usd": 39
            },
            {
              "provider": "copilot_ai_assistant_hospitabl",
              "usd": 59.19
            },
            {
              "provider": "guesty_copilot",
              "usd": 74
            }
          ]
        }
      ],
      "rejected": {
        "free_or_zero": 1,
        "usage_not_monthly": 4,
        "promo": 3,
        "one_time": 2
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 14,
            "offers": [
              {
                "provider": "ai_property_management_assista",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19.00 unit/month billed monthly; $13.30 unit/month billed annually",
                "monthly_usd": 19
              },
              {
                "provider": "ai_property_management_assista",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29.00 unit/month billed monthly; $20.30 unit/month billed annually",
                "monthly_usd": 29
              },
              {
                "provider": "ai_property_management_assista",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$14.00 unit/month billed monthly; $9.80 unit/month billed annually",
                "monthly_usd": 14
              },
              {
                "provider": "ai_property_management_assista",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4.00 unit/month billed monthly; $2.80 unit/month billed annually",
                "monthly_usd": 4
              },
              {
                "provider": "ai_property_management_assista",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$8.00 unit/month billed monthly; $5.60 unit/month billed annually",
                "monthly_usd": 8
              },
              {
                "provider": "ai_property_management_assista",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$12.00 unit/month billed monthly; $8.40 unit/month billed annually",
                "monthly_usd": 12
              },
              {
                "provider": "copilot_ai_assistant_hospitabl",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€25.52/mo",
                "monthly_usd": 29.09
              },
              {
                "provider": "copilot_ai_assistant_hospitabl",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€51.92/mo",
                "monthly_usd": 59.19
              },
              {
                "provider": "copilot_ai_assistant_hospitabl",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€87.12/mo",
                "monthly_usd": 99.32
              },
              {
                "provider": "guesty_copilot",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "guesty_copilot",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/mo",
                "monthly_usd": 99
              },
              {
                "provider": "guesty_copilot",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/mo",
                "monthly_usd": 199
              },
              {
                "provider": "hemmabo_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39/mo",
                "monthly_usd": 39
              },
              {
                "provider": "trukoder_str",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5,500 / month",
                "monthly_usd": 5500
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "trukoder_str",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$15,000",
                "monthly_usd": null
              },
              {
                "provider": "trukoder_str",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$25,000–$60,000",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "copilot_ai_assistant_hospitabl",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "€10/month per extra property",
                "monthly_usd": null
              },
              {
                "provider": "copilot_ai_assistant_hospitabl",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "€15/month per extra property",
                "monthly_usd": null
              },
              {
                "provider": "copilot_ai_assistant_hospitabl",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "€30/month per extra property",
                "monthly_usd": null
              },
              {
                "provider": "copilot_ai_assistant_hospitabl",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "€15/property",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 5,
          "normalized_observations": 14,
          "comparable_providers": 5,
          "strict_cohorts": 1,
          "exclusion_reasons": {
            "free_or_zero": 1,
            "usage_not_monthly": 4,
            "promo": 3,
            "one_time": 2
          }
        }
      }
    },
    "billingMix": {
      "subscription": 2,
      "freemium": 2,
      "one-time": 1
    },
    "freeTierShare": 0.4,
    "medianLowestUsd": 39
  },
  "movement": {
    "niche": "short-term-rental-management",
    "sector": "real-estate",
    "pricedNow": 5,
    "pairs": 5,
    "repriced": [
      {
        "handle": "guesty_copilot",
        "from": 25,
        "to": 49,
        "pct": 96
      },
      {
        "handle": "copilot_ai_assistant_hospitabl",
        "from": 33.38,
        "to": 11.53,
        "pct": -65.5
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": -7.5,
    "kind": "repricing",
    "narrative": "Genuine repricing: 2 agents repriced — 1 up, 1 down."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-10",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-11",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-13",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-14",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-15",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-16",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-17",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-18",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 4,
        "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": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 3,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 8,
        "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": 125.57,
        "pairs": 6,
        "dayChangePct": 25.57
      }
    ],
    "latest": 125.57,
    "day_change_pct": 25.57,
    "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": "hemmabo_mcp_server",
      "name": "HemmaBo",
      "url": "https://hemmabo.com",
      "short_summary": "provides booking system infrastructure for vacation rental hosts to create their own domain-based booking websites",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "From $39/mo",
        "summary": "From $39/mo. HemmaBo Pro costs $39 per month after the first month free, with all listed features included and no binding period."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ai_property_management_assista",
      "name": "NIA Copilot",
      "url": "https://jurny.com/product/nia-copilot",
      "short_summary": "Runs hospitality/short-term rental operations: blocks calendars, pulls KPIs and reports, manages reservations, assigns tasks, coordinates departments, and hand…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 4,
        "monthly_usd": 4,
        "headline": "From $4/mo",
        "summary": "From $4/mo. Jurny lists a customizable subscription starting at $19.00 per unit/month for its base, with add-ons priced from $4.00 per unit/month monthly or $2.80 per unit/month when billed annually."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "copilot_ai_assistant_hospitabl",
      "name": "Copilot",
      "url": "https://hospitable.com/features/copilot",
      "short_summary": "AI assistant for short-term rental hosts that provides business insights, drafts guest replies, writes reviews, and scans review patterns to spot issues",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 11.53,
        "monthly_usd": 13.29,
        "headline": "Free tier, then from $11.53/mo",
        "summary": "Free tier, then from $11.53/mo. Hospitable offers a permanent free Essentials tier plus €25.52, €51.92, and €87.12 monthly plans, with additional property and dynamic-pricing fees."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "gecko",
      "name": "Gecko",
      "url": "https://gecko.rent/us",
      "short_summary": "Runs rental business operations end to end: answers calls 24/7 with AI voice agents, qualifies leads, checks live inventory, sends instant quotes, and books re…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public subscription pricing was found on the homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "mydatavalue",
      "name": "Mydatavalue",
      "url": "https://mydatavalue.com/",
      "short_summary": "optimizes Booking.com and Airbnb property listings by analyzing ranking, ADR, pacing, and competitor signals, then applying promotions and rate-plan changes",
      "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": "automate_vacation_rental_booki",
      "name": "Automate Vacation Rental Booki",
      "url": "https://nex.ad/use-cases/chatbot-ads-for-vacation-rentals",
      "short_summary": "deploys and optimizes chatbot advertising campaigns for vacation rentals to drive direct bookings",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription price or plan details are shown; the page only states that Soku AI can be tried for free."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "spt_mcp_server",
      "name": "South Padre Trips Booking",
      "url": "https://southpadretrips.com",
      "short_summary": "Browse, quote, and book vacation rentals on South Padre Island, Texas",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "South Padre Trips does not publish publicly observable rental pricing on the homepage or pricing URL."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "boom_now",
      "name": "Boom Now",
      "url": "https://informaconnect.com/imn-str-winter/sponsors/boom-now",
      "short_summary": "AI-powered Property Management System (AiPMS) for short-term rentals with AI copilot that automates day-to-day operations, allowing property managers to focus…",
      "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": "guesty_copilot",
      "name": "Guesty Copilot",
      "url": "https://guestycopilot.com/",
      "short_summary": "AI guest management system for short-term rental hosts. Connects AI assistants to Guesty via MCP server with 23 read-only tools. Handles guest messages, proper…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free tier, then from $49/mo",
        "summary": "Free tier, then from $49/mo. Guesty Copilot offers free read-only access, while its planned paid per-property plans are listed at $49, $99, and $199 per month but are not yet available."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "prohostai",
      "name": "Prohostai",
      "url": "https://ycombinator.com/companies/prohostai",
      "short_summary": "AI property management platform with specialized AI employees for short-term rental operations. Handles guest communications, cleaning coordination, maintenanc…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the supplied ProhostAI homepage content."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/short-term-rental-management",
  "summary": {
    "niche": "short-term-rental-management",
    "sector": "real-estate",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for short-term-rental-management yet — too few comparable priced providers. Observed offers are listed.",
      "benchmarks": [
        {
          "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": [
            14,
            59.19
          ]
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            39,
            74
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "short-term-rental-management"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/short-term-rental-management",
    "counts": {
      "listings_with_price_capture": 11,
      "listings_with_observed_public_price": 5,
      "providers_with_numeric_monthly_price_latest_scan": 5,
      "like_for_like_comparable_pairs": 5
    },
    "movement": {
      "d": {
        "published": true,
        "value_pct": 25.6,
        "driver": "guesty_copilot's \"Full AI Property Manager\" $100→$199 (+99%)"
      },
      "w": {
        "published": true,
        "value_pct": 25.6,
        "driver": "guesty_copilot's \"Full AI Property Manager\" $100→$199 (+99%)"
      },
      "m": {
        "published": true,
        "value_pct": 25.6,
        "driver": "guesty_copilot's \"Full AI Property Manager\" $100→$199 (+99%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49.1,
        "provider_count": 4,
        "plan_observation_count": 7,
        "data_confidence": 0.34,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.35,
          "provider_count": 4,
          "plan_observation_count": 7
        },
        "reliability": "low",
        "members": [
          {
            "provider": "ai_property_management_assista",
            "usd": 14
          },
          {
            "provider": "hemmabo_mcp_server",
            "usd": 39
          },
          {
            "provider": "copilot_ai_assistant_hospitabl",
            "usd": 59.19
          },
          {
            "provider": "guesty_copilot",
            "usd": 74
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 11,
      "listings_with_observed_public_price": 5,
      "normalized_observations": 14,
      "comparable_providers": 5,
      "strict_cohorts": 1,
      "exclusion_reasons": {
        "free_or_zero": 1,
        "usage_not_monthly": 4,
        "promo": 3,
        "one_time": 2
      }
    },
    "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": {
      "free_or_zero": 1,
      "usage_not_monthly": 4,
      "promo": 3,
      "one_time": 2
    },
    "billing_mix": {
      "subscription": 2,
      "freemium": 2,
      "one-time": 1
    },
    "free_tier_share": 0.4,
    "top_providers": [
      {
        "agent_id": "hemmabo_mcp_server",
        "name": "HemmaBo",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 39,
          "monthly_usd": 39,
          "headline": "From $39/mo",
          "summary": "From $39/mo. HemmaBo Pro costs $39 per month after the first month free, with all listed features included and no binding period."
        },
        "observed": true
      },
      {
        "agent_id": "ai_property_management_assista",
        "name": "NIA Copilot",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 4,
          "monthly_usd": 4,
          "headline": "From $4/mo",
          "summary": "From $4/mo. Jurny lists a customizable subscription starting at $19.00 per unit/month for its base, with add-ons priced from $4.00 per unit/month monthly or $2.80 per unit/month when billed annually."
        },
        "observed": true
      },
      {
        "agent_id": "copilot_ai_assistant_hospitabl",
        "name": "Copilot",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 11.53,
          "monthly_usd": 13.29,
          "headline": "Free tier, then from $11.53/mo",
          "summary": "Free tier, then from $11.53/mo. Hospitable offers a permanent free Essentials tier plus €25.52, €51.92, and €87.12 monthly plans, with additional property and dynamic-pricing fees."
        },
        "observed": true
      },
      {
        "agent_id": "gecko",
        "name": "Gecko",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No reliable public subscription pricing was found on the homepage."
        },
        "observed": false
      },
      {
        "agent_id": "mydatavalue",
        "name": "Mydatavalue",
        "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": "short-term-rental-management"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "short-term-rental-management",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "hemmabo_mcp_server"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "hemmabo_mcp_server"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}