Travel Planning Agent

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  "parent_sector": "consumer-personal",
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    "slug": "travel-planning-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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        "reason": "Fewer than three comparable priced Agent-economy products are available."
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
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  "crowding_level": "emerging",
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  "adjacent_niches": [
    "ai-tax-prep-consumer",
    "visa-immigration-consumer",
    "mental-health-companion",
    "ai-nutritionist",
    "ai-legal-assistant-consumer",
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  "market_pulse": {
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    "drivers": [
      "16 new builders in 30d"
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      "m": "free_google_flights_mcp's \"Booking.com Live API Ultra\" $20→$30 (+50%)"
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          "data_confidence": 0.68,
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                "provider": "agentroam",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$7.21",
                "monthly_usd": null
              },
              {
                "provider": "agentroam",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9.40",
                "monthly_usd": null
              },
              {
                "provider": "agentroam",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9.77",
                "monthly_usd": null
              },
              {
                "provider": "agentroam",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9.91",
                "monthly_usd": null
              },
              {
                "provider": "agentroam",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$10.58",
                "monthly_usd": null
              },
              {
                "provider": "agentroam",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$14.07",
                "monthly_usd": null
              },
              {
                "provider": "agentroam",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$14.41",
                "monthly_usd": null
              },
              {
                "provider": "agentroam",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$15.84",
                "monthly_usd": null
              },
              {
                "provider": "agentroam",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$42.00",
                "monthly_usd": null
              },
              {
                "provider": "esim",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "9.80 USD",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€0.89",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€0.99",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.09",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.09",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.09",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.09",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.09",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.19",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.29",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.39",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.49",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€1.89",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€2.09",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€2.39",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€2.49",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€2.69",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€2.79",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€3.19",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€3.29",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€3.39",
                "monthly_usd": null
              },
              {
                "provider": "esim_storefront",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€3.89",
                "monthly_usd": null
              },
              {
                "provider": "hungry_esim",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$3.45",
                "monthly_usd": null
              },
              {
                "provider": "hungry_esim",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5.40",
                "monthly_usd": null
              },
              {
                "provider": "hungry_esim",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9.40",
                "monthly_usd": null
              },
              {
                "provider": "london_airport_transfers",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "£ 74.00",
                "monthly_usd": null
              },
              {
                "provider": "london_airport_transfers",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "£ 84.00",
                "monthly_usd": null
              },
              {
                "provider": "london_airport_transfers",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "£ 175.00",
                "monthly_usd": null
              },
              {
                "provider": "london_airport_transfers",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "£ 139.00",
                "monthly_usd": null
              },
              {
                "provider": "london_airport_transfers",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "£ 157.00",
                "monthly_usd": null
              },
              {
                "provider": "london_airport_transfers",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "£ 166.00",
                "monthly_usd": null
              },
              {
                "provider": "london_airport_transfers",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "£ 108.00",
                "monthly_usd": null
              },
              {
                "provider": "london_airport_transfers",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "£ 209.00",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$657.84",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$660.22",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$801.09",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$289.45",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$986.76",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$1,249.89",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$565.73",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$1,278.01",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$442.54",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$2,499.79",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$784.03",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$2,105.09",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$2,703.13",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$2,140.98",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$1,841.95",
                "monthly_usd": null
              },
              {
                "provider": "the_holidays_ai",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$1,710.38",
                "monthly_usd": null
              },
              {
                "provider": "viatsy_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "From £1,559 per person",
                "monthly_usd": null
              },
              {
                "provider": "viatsy_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "From £2,183 per person",
                "monthly_usd": null
              },
              {
                "provider": "viatsy_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "From £2,946 per person",
                "monthly_usd": null
              },
              {
                "provider": "viatsy_mcp",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "From £3,297 per person",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 10,
            "offers": [
              {
                "provider": "bookingtruth",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05/check prepaid",
                "monthly_usd": null
              },
              {
                "provider": "flightclaw",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$25.65",
                "monthly_usd": null
              },
              {
                "provider": "getaroundhongkong_trip_planner",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "from HK$34.6",
                "monthly_usd": null
              },
              {
                "provider": "getaroundhongkong_trip_planner",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "from HK$82",
                "monthly_usd": null
              },
              {
                "provider": "getaroundhongkong_trip_planner",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "from HK$42",
                "monthly_usd": null
              },
              {
                "provider": "ignav_flights",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2 / 1,000 requests",
                "monthly_usd": null
              },
              {
                "provider": "maqami_travel",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$24/night",
                "monthly_usd": null
              },
              {
                "provider": "pikasim",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "from $6/day",
                "monthly_usd": null
              },
              {
                "provider": "pikasim",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from $14/GB",
                "monthly_usd": null
              },
              {
                "provider": "pikasim",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from $0.50",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 8,
            "offers": [
              {
                "provider": "kaily_travel_chatbot",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "pikasim",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "from $1.50",
                "monthly_usd": null
              },
              {
                "provider": "pikasim",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "from $4.50",
                "monthly_usd": null
              },
              {
                "provider": "pikasim",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "from $9.00",
                "monthly_usd": null
              },
              {
                "provider": "tourismmcp",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "ab 49 €",
                "monthly_usd": null
              },
              {
                "provider": "tourismmcp",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "ab 199 €",
                "monthly_usd": null
              },
              {
                "provider": "tourismmcp",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "auf Anfrage",
                "monthly_usd": null
              },
              {
                "provider": "tourismmcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Angebot",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 23,
          "normalized_observations": 20,
          "comparable_providers": 9,
          "strict_cohorts": 2,
          "exclusion_reasons": {
            "one_time": 69,
            "free_or_zero": 3,
            "usage_not_monthly": 10,
            "range": 1,
            "ambiguous_cadence": 8
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 2,
      "pro": 0,
      "team_sme": 1,
      "enterprise": 2
    },
    "billingMix": {
      "free": 13,
      "one-time": 7,
      "subscription": 2,
      "freemium": 10,
      "usage": 6
    },
    "freeTierShare": 0.61,
    "medianLowestUsd": 10
  },
  "movement": {
    "niche": "travel-planning-agent",
    "sector": "consumer-personal",
    "pricedNow": 12,
    "pairs": 11,
    "repriced": [
      {
        "handle": "weekendflights",
        "from": 2.43,
        "to": 2.71,
        "pct": 11.5
      },
      {
        "handle": "onetrip_pulse",
        "from": 3.75,
        "to": 3.73,
        "pct": -0.5
      },
      {
        "handle": "tourismmcp",
        "from": 55.13,
        "to": 54.85,
        "pct": -0.5
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [
      "esim",
      "esim_storefront",
      "london_airport_transfers",
      "the_holidays_ai",
      "viatsy_mcp",
      "agentroam"
    ],
    "likeForLikePct": 0.9,
    "kind": "mixed",
    "narrative": "Repricing + composition: 3 agents repriced — 1 up, 2 down; 6 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-15",
        "index": 98.806,
        "pairs": 30,
        "dayChangePct": -0.01
      },
      {
        "day": "2026-09-16",
        "index": 98.806,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 98.806,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 98.806,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 98.806,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 98.806,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 98.806,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 98.806,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 98.791,
        "pairs": 26,
        "dayChangePct": -0.01
      },
      {
        "day": "2026-09-24",
        "index": 98.806,
        "pairs": 26,
        "dayChangePct": 0.01
      },
      {
        "day": "2026-09-25",
        "index": 98.799,
        "pairs": 28,
        "dayChangePct": -0.01
      },
      {
        "day": "2026-09-26",
        "index": 98.8,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 98.799,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 98.799,
        "pairs": 23,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 98.796,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 98.799,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 98.789,
        "pairs": 20,
        "dayChangePct": -0.01
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 1.23
      },
      {
        "day": "2026-10-03",
        "index": 100.061,
        "pairs": 21,
        "dayChangePct": 0.06
      },
      {
        "day": "2026-10-04",
        "index": 100.045,
        "pairs": 20,
        "dayChangePct": -0.02
      },
      {
        "day": "2026-10-05",
        "index": 100.033,
        "pairs": 20,
        "dayChangePct": -0.01
      },
      {
        "day": "2026-10-06",
        "index": 100.041,
        "pairs": 19,
        "dayChangePct": 0.01
      },
      {
        "day": "2026-10-07",
        "index": 100.061,
        "pairs": 21,
        "dayChangePct": 0.02
      },
      {
        "day": "2026-10-08",
        "index": 100.033,
        "pairs": 19,
        "dayChangePct": -0.03
      },
      {
        "day": "2026-10-09",
        "index": 100.033,
        "pairs": 15,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100.033,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100.033,
        "pairs": 19,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100.033,
        "pairs": 20,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100.033,
        "pairs": 22,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100.033,
        "pairs": 21,
        "dayChangePct": 0
      }
    ],
    "latest": 100.033,
    "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": "award_flight_daily_mcp_server",
      "name": "Award Flight Daily",
      "url": "https://awardflightdaily.com",
      "short_summary": "searches award flight availability across multiple airline loyalty programs to find business class and first class award seats",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "PREMIUM",
            "monthly_native": 9.99,
            "monthly_usd": 9.99,
            "commitment": "monthly",
            "basis": "$9.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "PREMIUM",
              "price": "$9.99/month or $99.99/year",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "Free plan; paid from $9.99/mo",
        "summary": "Free plan; paid from $9.99/mo. Award Flight Daily offers a free tier with basic search and 1 alert, or a premium subscription at $9.99/month ($99.99/year) for expanded features including more alerts and full date range searches."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ferryhopper",
      "name": "Ferryhopper",
      "url": "https://ferryhopper.com",
      "short_summary": "ferry booking and travel planning",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public SaaS pricing or billing plans were identified from the available homepage content."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ignav_flights",
      "name": "Ignav Flights",
      "url": "https://ignav.com/docs/mcp",
      "short_summary": "provides live flight prices, booking links, and airport lookup for AI agents",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "PAY AS YOU GO",
              "per": "per 1,000 request",
              "text": "$2 per 1,000 request"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "PAY AS YOU GO",
              "price": "$2 / 1,000 requests",
              "kind": "usage_rate",
              "unit": "1,000 request",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$2 per 1,000 request (usage-based)",
        "summary": "$2 per 1,000 request (usage-based). Ignav includes 1,000 one-time free requests, then charges $2 per 1,000 successful requests with no monthly minimum."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "london_airport_transfers",
      "name": "London Airport Transfers",
      "url": "https://www.airport-pickups-london.com",
      "short_summary": "provides airport transfer booking and quotation services for London airports and UK destinations",
      "price": {
        "commercial": {
          "currency": "GBP",
          "notes": [
            "prices in GBP as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Heathrow To Central London Taxi",
              "price": "£ 74.00",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Heathrow To Oxford Taxi",
              "price": "£ 84.00",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Heathrow To Birmingham Taxi",
              "price": "£ 175.00",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Heathrow To Cambridge Taxi",
              "price": "£ 139.00",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Heathrow To Bath Taxi",
              "price": "£ 157.00",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Heathrow To Bristol Taxi",
              "price": "£ 166.00",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Heathrow To Brighton Taxi",
              "price": "£ 108.00",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Heathrow To Norwich Taxi",
              "price": "£ 209.00",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Heathrow To Central London Taxi £74 (one-time)",
        "summary": "Heathrow To Central London Taxi £74 (one-time). The homepage lists one-time starting fares in GBP for several Heathrow taxi routes, ranging from £74.00 to £209.00."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mcp_hkbus",
      "name": "KMB Bus",
      "url": "https://data.etabus.gov.hk/documentation/overview",
      "short_summary": "Access real-time bus arrival information and comprehensive route details for Hong Kong's KMB and Long Win Bus services. Query bus routes, stops, and estimated…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "onetrip_pulse",
      "name": "Pulse",
      "url": "https://1trip.app/developers",
      "short_summary": "provides travel and location data including weather, currency, flight search, hotel availability, visa and safety information for trip planning",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly-33%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "other regional prices observed (not mixed into the entry): Terminal Elite €3.33/mo; Terminal Elite (annual billing) €3.33/mo billed annually",
            "prices in USD/EUR as published; USD figures are conversions at 2026-10-14",
            "billing period unverified: the pricing page has a \"Monthly Yearly-33%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0 forever",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$9/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unlimited",
              "price": "$29/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Terminal Base",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Terminal Elite",
              "price": "€3.33/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Terminal Elite (annual billing)",
              "price": "€3.33/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free plan; paid from $9/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $9/mo (billing period unverified: page has a Monthly/Annual toggle). 1Trip offers free tiers plus paid API plans at $9/month and $29/month, while Terminal Elite is shown at €3.33/month billed annually at €39.99/year."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "plany_mcp",
      "name": "Plany",
      "url": "https://plany.ae",
      "short_summary": "organizes travel itineraries by creating detailed trips with scheduled events in calendar format",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 14.99,
            "monthly_usd": 14.99,
            "commitment": "monthly",
            "basis": "$14.99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0.00",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$14.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 14.99,
        "monthly_usd": 14.99,
        "headline": "Free plan; paid from $14.99/mo",
        "summary": "Free plan; paid from $14.99/mo. Plany offers a free plan with usage limits and a Pro plan at $14.99/month with expanded limits and additional features."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "skyscanner",
      "name": "Skyscanner",
      "url": "https://infoseek.ai/mcp/Hm36zrSdQ5/skyscanner",
      "short_summary": "searches flights using Skyscanner API with exact routes, dates, cabin class, and passenger counts",
      "price": {
        "observed": false,
        "billing": "login_gated",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Access to the Skyscanner MCP requires login, and no public subscription pricing is shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "trip1",
      "name": "Trip1",
      "url": "https://trip1.com/agents",
      "short_summary": "searches and books hotels with cryptocurrency payments",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription or usage pricing was found; the pricing URL returns a 404 page."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agentroam",
      "name": "Agentroam",
      "url": "https://agentroam.ai/",
      "short_summary": "AgentRoam helps travelers find and buy travel eSIM data plans with stablecoins and crypto. Choose your destination, compare available plans, pay from your wall…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "1 GB 3 days",
              "price": "$2.19",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "1 GB 7 days",
              "price": "$2.25",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "3 GB 15 days",
              "price": "$4.02",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Unlimited 3 days",
              "price": "$4.82",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "5 GB 7 days",
              "price": "$5.17",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "5 GB 15 days",
              "price": "$5.83",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "5 GB 30 days",
              "price": "$5.90",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Unlimited 5 days",
              "price": "$7.21",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "10 GB 7 days",
              "price": "$9.40",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "10 GB 15 days",
              "price": "$9.77",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "10 GB 30 days",
              "price": "$9.91",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Unlimited 7 days",
              "price": "$10.58",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "20 GB 7 days",
              "price": "$14.07",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Unlimited 15 days",
              "price": "$14.41",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "20 GB 30 days",
              "price": "$15.84",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "50 GB 90 days",
              "price": "$42.00",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "1 GB 3 days $2.19 (one-time)",
        "summary": "1 GB 3 days $2.19 (one-time). AgentRoam lists 16 Israel eSIM data plans priced from $2.19 to $42.00 as one-time purchases with validity periods from 3 to 90 days."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "tara_bot",
      "name": "Tara Bot",
      "url": "https://github.com/thaolst/tara-bot",
      "short_summary": "AI Telegram agent that searches flights via Google Flights, compares product prices via Google Shopping, and provides traditional Vietnamese calendar insights.…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public pricing for Tara Bot is shown in the supplied repository page."
      },
      "home_niche": "ai-shopping-assistant",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "zephr_local_ai",
      "name": "Zephr Local Ai",
      "url": "https://zephr.xyz/local-ai-platform",
      "short_summary": "Location-aware AI platform providing natural language interface to local search and navigation. Includes AI agent for spatial understanding, enhanced places AP…",
      "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": "local-ai-platform",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/travel-planning-agent",
  "summary": {
    "niche": "travel-planning-agent",
    "sector": "consumer-personal",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $15/mo (7 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 7,
          "reliability": "medium",
          "median": 14.99,
          "p25": 6.38,
          "p75": 23.25,
          "status": "ok"
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "travel-planning-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/travel-planning-agent",
    "counts": {
      "listings_with_price_capture": 92,
      "listings_with_observed_public_price": 38,
      "providers_with_numeric_monthly_price_latest_scan": 12,
      "like_for_like_comparable_pairs": 11
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": 1.8,
        "driver": "free_google_flights_mcp's \"Booking.com Live API Ultra\" $20→$30 (+50%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 12.49,
        "provider_count": 8,
        "plan_observation_count": 15,
        "data_confidence": 0.68,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.75,
          "provider_count": 8,
          "plan_observation_count": 15
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "trvlrr",
            "usd": 2.63
          },
          {
            "provider": "weekendflights",
            "usd": 2.76
          },
          {
            "provider": "letstrip_ai",
            "usd": 9.16
          },
          {
            "provider": "award_flight_daily_mcp_server",
            "usd": 9.99
          },
          {
            "provider": "plany_mcp",
            "usd": 14.99
          },
          {
            "provider": "onetrip_pulse",
            "usd": 19
          },
          {
            "provider": "free_google_flights_mcp",
            "usd": 27.5
          },
          {
            "provider": "aurum_transfers",
            "usd": 75
          }
        ],
        "p25": 7.56,
        "p75": 21.13
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 172,
        "provider_count": 2,
        "plan_observation_count": 4,
        "data_confidence": 0.17,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.2,
          "provider_count": 2,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "kaily_travel_chatbot",
            "usd": 119
          },
          {
            "provider": "aurum_transfers",
            "usd": 225
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 92,
      "listings_with_observed_public_price": 38,
      "normalized_observations": 20,
      "comparable_providers": 9,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "one_time": 69,
        "free_or_zero": 3,
        "usage_not_monthly": 10,
        "range": 1,
        "ambiguous_cadence": 8
      }
    },
    "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": {
      "one_time": 69,
      "free_or_zero": 3,
      "usage_not_monthly": 10,
      "range": 1,
      "ambiguous_cadence": 8
    },
    "billing_mix": {
      "free": 13,
      "one-time": 7,
      "subscription": 2,
      "freemium": 10,
      "usage": 6
    },
    "free_tier_share": 0.61,
    "top_providers": [
      {
        "agent_id": "award_flight_daily_mcp_server",
        "name": "Award Flight Daily",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "PREMIUM",
              "monthly_native": 9.99,
              "monthly_usd": 9.99,
              "commitment": "monthly",
              "basis": "$9.99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "FREE",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "PREMIUM",
                "price": "$9.99/month or $99.99/year",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9.99,
          "monthly_usd": 9.99,
          "headline": "Free plan; paid from $9.99/mo",
          "summary": "Free plan; paid from $9.99/mo. Award Flight Daily offers a free tier with basic search and 1 alert, or a premium subscription at $9.99/month ($99.99/year) for expanded features including more alerts and full date range searches."
        },
        "observed": true
      },
      {
        "agent_id": "ferryhopper",
        "name": "Ferryhopper",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No reliable public SaaS pricing or billing plans were identified from the available homepage content."
        },
        "observed": false
      },
      {
        "agent_id": "ignav_flights",
        "name": "Ignav Flights",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "PAY AS YOU GO",
                "per": "per 1,000 request",
                "text": "$2 per 1,000 request"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "PAY AS YOU GO",
                "price": "$2 / 1,000 requests",
                "kind": "usage_rate",
                "unit": "1,000 request",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$2 per 1,000 request (usage-based)",
          "summary": "$2 per 1,000 request (usage-based). Ignav includes 1,000 one-time free requests, then charges $2 per 1,000 successful requests with no monthly minimum."
        },
        "observed": true
      },
      {
        "agent_id": "london_airport_transfers",
        "name": "London Airport Transfers",
        "price": {
          "commercial": {
            "currency": "GBP",
            "notes": [
              "prices in GBP as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Heathrow To Central London Taxi",
                "price": "£ 74.00",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Heathrow To Oxford Taxi",
                "price": "£ 84.00",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Heathrow To Birmingham Taxi",
                "price": "£ 175.00",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Heathrow To Cambridge Taxi",
                "price": "£ 139.00",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Heathrow To Bath Taxi",
                "price": "£ 157.00",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Heathrow To Bristol Taxi",
                "price": "£ 166.00",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Heathrow To Brighton Taxi",
                "price": "£ 108.00",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Heathrow To Norwich Taxi",
                "price": "£ 209.00",
                "kind": "one_off",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "one-time",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Heathrow To Central London Taxi £74 (one-time)",
          "summary": "Heathrow To Central London Taxi £74 (one-time). The homepage lists one-time starting fares in GBP for several Heathrow taxi routes, ranging from £74.00 to £209.00."
        },
        "observed": true
      },
      {
        "agent_id": "mcp_hkbus",
        "name": "KMB Bus",
        "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": "travel-planning-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "travel-planning-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "award_flight_daily_mcp_server"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "award_flight_daily_mcp_server"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}