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Hotel Concierge Agent

Query this niche via MCPmarket_report({ query: "Hotel Concierge Agent", response_mode: "summary" })
active marketmarket pulse 77/100commercial money present0 new builders in 30d13 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 Hotel Concierge Agent (latest observation 2026-10-15T03:43:03.005Z). 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": "hotel-concierge-agent",
  "parent_sector": "hospitality",
  "provider_type_pricing": {
    "slug": "hotel-concierge-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 18,
      "p25": null,
      "p75": null,
      "providers": 1
    },
    "by_provider_type": {
      "agent": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 1,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "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
  },
  "crowding_level": "empty",
  "observed_node_count": 0,
  "adjacent_niches": [
    "restaurant-operations",
    "ai-travel-concierge",
    "ai-restaurant-pos",
    "ai-event-planning"
  ],
  "market_pulse": {
    "pulse": 77,
    "drivers": [
      "enterprise money present",
      "2 new builders in 30d"
    ],
    "price_move_30d_pct": null,
    "money_share": 1,
    "entry_rate": 0.1111111111111111,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
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    "comparable_agents": 0,
    "quarantined_agents": 1,
    "confidence": "gap",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
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          {
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        "observed_offers": [
          {
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              {
                "provider": "conduit",
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              {
                "provider": "conduit",
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              {
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                "monthly_usd": 48
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              {
                "provider": "conduit",
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            ]
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          {
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              {
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              {
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                "monthly_usd": null
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              {
                "provider": "ensoconnect",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              },
              {
                "provider": "webee_insta",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom quote",
                "monthly_usd": null
              },
              {
                "provider": "webee_insta",
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        "coverage": {
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            "range": 1
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        }
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    },
    "quoteOnlyProvidersByTier": {
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    "billingMix": {
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    "freeTierShare": 0,
    "medianLowestUsd": 18
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        "day": "2026-09-16",
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        "day": "2026-09-17",
        "index": 100,
        "pairs": 1,
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      {
        "day": "2026-09-19",
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      {
        "day": "2026-09-20",
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      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 1,
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      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-09-23",
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        "pairs": 1,
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        "day": "2026-09-24",
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        "day": "2026-09-25",
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      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 1,
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      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 1,
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      {
        "day": "2026-09-29",
        "index": 100,
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        "dayChangePct": 0
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      {
        "day": "2026-09-30",
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      {
        "day": "2026-10-01",
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      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 1,
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        "day": "2026-10-03",
        "index": 100,
        "pairs": 1,
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        "day": "2026-10-04",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
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        "day": "2026-10-05",
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      {
        "day": "2026-10-07",
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      {
        "day": "2026-10-08",
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        "day": "2026-10-09",
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      {
        "day": "2026-10-10",
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        "day": "2026-10-11",
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        "day": "2026-10-12",
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        "day": "2026-10-13",
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    "latest": 100,
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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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      "agent_id": "conduit",
      "name": "Conduit",
      "url": "https://conduit.ai/",
      "short_summary": "handles guest customer service and internal operations end-to-end for hospitality businesses, responding across channels, answering calls, running multi-step p…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Messaging",
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            "monthly_usd": 18,
            "commitment": "monthly",
            "basis": "$18 per unit/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Messaging",
              "price": "$18 / unit / mo",
              "kind": "base_subscription",
              "unit": "unit",
              "billed": "monthly"
            },
            {
              "name": "Guest",
              "price": "$30 / unit / mo",
              "kind": "base_subscription",
              "unit": "unit",
              "billed": "monthly"
            },
            {
              "name": "Full Suite",
              "price": "$48 / unit / mo",
              "kind": "base_subscription",
              "unit": "unit",
              "billed": "monthly"
            },
            {
              "name": "Overwatch",
              "price": "Custom",
              "kind": "custom"
            },
            {
              "name": "Startup",
              "price": "$899 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 18,
        "monthly_usd": 18,
        "headline": "From $18/mo ($18 per unit/month × 1)",
        "summary": "From $18/mo ($18 per unit/month × 1). Conduit publicly lists monthly starting rates of $18, $30, and $48 per unit, plus a $899 monthly Startup plan and custom Overwatch pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "bellboy",
      "name": "Bellboy",
      "url": "https://www.bellboytech.com/",
      "short_summary": "Handles hotel guest calls end-to-end: answers questions, books and manages reservations, handles service requests, and escalates complex cases to staff",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Bellboy publicly presents its hospitality AI agents and invites visitors to book a demo, but no pricing is shown."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "hotelumo",
      "name": "Hotelumo",
      "url": "https://www.hotelumo.com/developers/#mcp",
      "short_summary": "See your hotel's room availability, rates, housekeeping and upcoming arrivals and departures.",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing details were visible in the supplied Hotelumo developer-page content."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "lance",
      "name": "Lance",
      "url": "https://lance.live/",
      "short_summary": "Autonomously handles hotel guest calls, staff messaging, housekeeping, work orders, scheduling, and reservation changes end-to-end",
      "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": "flybest_travel",
      "name": "Flybest Travel",
      "url": "https://smithery.ai/server/flybestorg/flybest-travel",
      "short_summary": "Live hotel rates with travel-advisor benefits (breakfast, hotel credit, upgrade) shown next to the public rate, your own hotel loyalty points on top, and a one…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing is shown; the service describes hotel-rate lookup and booking functionality."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "canary_ai_agent_studio",
      "name": "Canary Ai Agent Studio",
      "url": "https://canarytechnologies.com/products/hospitality-ai-agent-studio",
      "short_summary": "A hotel-focused platform for building, customizing, integrating, and deploying AI agents for workflows such as front desk operations, concierge services, reser…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Core",
              "price": "Get Quote",
              "kind": "custom"
            },
            {
              "name": "Advanced",
              "price": "Get Quote",
              "kind": "custom"
            },
            {
              "name": "Pro",
              "price": "Get Quote",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Canary offers Core, Advanced, and Pro hospitality software bundles with custom pricing provided by sales."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "contactswing_ai_concierge",
      "name": "Contactswing Ai Concierge",
      "url": "https://contactswing.ai/use-cases/ai-concierge",
      "short_summary": "24/7 AI-powered virtual concierge that handles customer interactions, bookings, and requests across multiple channels. Provides instant personalized service wi…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Unnamed plan",
            "monthly_native": 25,
            "monthly_usd": 25,
            "commitment": "monthly",
            "basis": "$25 per per/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Unnamed plan",
              "price": "$25/per month cost",
              "kind": "base_subscription",
              "unit": "per",
              "billed": "monthly"
            },
            {
              "name": "Unnamed plan",
              "price": "$190/per month cost",
              "kind": "base_subscription",
              "unit": "per",
              "billed": "monthly"
            },
            {
              "name": "Unnamed plan",
              "price": "$350/per month cost",
              "kind": "base_subscription",
              "unit": "per",
              "billed": "monthly"
            },
            {
              "name": "Unnamed plan",
              "price": "$690/per month cost",
              "kind": "base_subscription",
              "unit": "per",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "From $25/mo ($25 per per/month × 1)",
        "summary": "From $25/mo ($25 per per/month × 1). The pricing page shows four monthly subscription prices ranging from $25 to $690, but does not expose plan names or feature details in the captured content."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "ensoconnect",
      "name": "Ensoconnect",
      "url": "https://ensoconnect.com/",
      "short_summary": "AI guest experience platform for short-term rental and boutique hotel operators. Automates guest messaging, check-ins, upsells, workflows, knowledge-based resp…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Per listing",
              "per": "per listingusd",
              "text": "$10–$18 per listingusd"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Per listing",
              "price": "10-18 per listingUSD",
              "kind": "usage_rate",
              "unit": "listingusd",
              "billed": "usage"
            },
            {
              "name": "Contact Sales",
              "price": "Contact Sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$10–$18 per listingusd (usage-based)",
        "summary": "$10–$18 per listingusd (usage-based). Enso Connect publicly exposes a USD rate of 10–18 per listing and also offers custom pricing through sales."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "interactive_avatar",
      "name": "Interactive Avatar",
      "url": "https://interactive-avatar.com/",
      "short_summary": "AI-powered holographic avatars for museums and visitor centers that answer questions in real-time using custom knowledge bases. Features multilingual support,…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown; visitors are directed to request access."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "observe_ai",
      "name": "Observe Ai",
      "url": "https://observe.ai/industry/travel-hospitality",
      "short_summary": "AI agent platform for travel and hospitality companies to automate guest support, handle routine inquiries, and provide real-time agent assistance across 25+ l…",
      "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
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/hotel-concierge-agent",
  "summary": {
    "niche": "hotel-concierge-agent",
    "sector": "hospitality",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for hotel-concierge-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": "hotel-concierge-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/hotel-concierge-agent",
    "counts": {
      "listings_with_price_capture": 13,
      "listings_with_observed_public_price": 5,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "single_observation",
    "pricing_by_tier": null,
    "single_observations": [
      {
        "tier": "individual",
        "unit": "flat",
        "provider": "conduit",
        "monthly_usd": 18
      },
      {
        "tier": "pro",
        "unit": "flat",
        "provider": "conduit",
        "monthly_usd": 39
      },
      {
        "tier": "enterprise",
        "unit": "flat",
        "provider": "conduit",
        "monthly_usd": 899
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 13,
      "listings_with_observed_public_price": 5,
      "normalized_observations": 4,
      "comparable_providers": 1,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "ambiguous_cadence": 7,
        "unrankable_or_unparseable": 4,
        "range": 1
      }
    },
    "pricing_note": "Only ONE provider in this market publishes a comparable price — returned as a single observation, NOT a benchmark, median or fair price. See adjacent_pricing or confirm the market to widen the sample.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 7,
      "unrankable_or_unparseable": 4,
      "range": 1
    },
    "billing_mix": {
      "contact_sales": 2,
      "subscription": 2,
      "usage": 1
    },
    "free_tier_share": 0,
    "top_providers": [
      {
        "agent_id": "conduit",
        "name": "Conduit",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Messaging",
              "monthly_native": 18,
              "monthly_usd": 18,
              "commitment": "monthly",
              "basis": "$18 per unit/month × 1",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Messaging",
                "price": "$18 / unit / mo",
                "kind": "base_subscription",
                "unit": "unit",
                "billed": "monthly"
              },
              {
                "name": "Guest",
                "price": "$30 / unit / mo",
                "kind": "base_subscription",
                "unit": "unit",
                "billed": "monthly"
              },
              {
                "name": "Full Suite",
                "price": "$48 / unit / mo",
                "kind": "base_subscription",
                "unit": "unit",
                "billed": "monthly"
              },
              {
                "name": "Overwatch",
                "price": "Custom",
                "kind": "custom"
              },
              {
                "name": "Startup",
                "price": "$899 / mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 18,
          "monthly_usd": 18,
          "headline": "From $18/mo ($18 per unit/month × 1)",
          "summary": "From $18/mo ($18 per unit/month × 1). Conduit publicly lists monthly starting rates of $18, $30, and $48 per unit, plus a $899 monthly Startup plan and custom Overwatch pricing."
        },
        "observed": true
      },
      {
        "agent_id": "bellboy",
        "name": "Bellboy",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "Bellboy publicly presents its hospitality AI agents and invites visitors to book a demo, but no pricing is shown."
        },
        "observed": false
      },
      {
        "agent_id": "hotelumo",
        "name": "Hotelumo",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing details were visible in the supplied Hotelumo developer-page content."
        },
        "observed": false
      },
      {
        "agent_id": "lance",
        "name": "Lance",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "flybest_travel",
        "name": "Flybest Travel",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public SaaS pricing is shown; the service describes hotel-rate lookup and booking functionality."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "hotel-concierge-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "hotel-concierge-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "conduit"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "conduit"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

2 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.