AI Event Planning

{
  "niche": "ai-event-planning",
  "parent_sector": "hospitality",
  "provider_type_pricing": {
    "slug": "ai-event-planning",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 17.49,
      "p25": null,
      "p75": null,
      "providers": 6
    },
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      "agent": {
        "median": null,
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        "p75": null,
        "providers": 1,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": 15,
        "p25": null,
        "p75": null,
        "providers": 5,
        "publishable": true,
        "confidence": "moderate"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "emerging",
  "observed_node_count": 4,
  "adjacent_niches": [
    "hotel-concierge-agent",
    "restaurant-operations",
    "ai-travel-concierge",
    "ai-restaurant-pos"
  ],
  "market_pulse": {
    "pulse": 47,
    "drivers": [
      "enterprise money present",
      "2 new builders in 30d"
    ],
    "price_move_30d_pct": 0.4,
    "money_share": 0.375,
    "entry_rate": 0.08,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
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    "m_pct": 0,
    "comparable_agents": 7,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
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    "held_reason": {
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      "m": {
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    },
    "tier_series": {
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      "pro": [
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      "enterprise": [
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    },
    "tier_own_move": {
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      },
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      "m": {
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    },
    "tier_agents": {
      "individual": 4,
      "pro": 2,
      "team_sme": 1,
      "enterprise": 1
    },
    "obs_range": {
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    "tier_obs_range": {
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  },
  "pricing": {
    "sampleSize": 20,
    "observed": 8,
    "byPersona": {
      "free": {
        "n": 4,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
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        "usageShare": 0
      },
      "individual": {
        "n": 5,
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        "reliability": "low",
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        "p25": 17.49,
        "p75": 40.5,
        "min": 15,
        "max": 61,
        "mean": 32,
        "stdev": 25.24,
        "usageShare": 0
      },
      "pro": {
        "n": 4,
        "nPriced": 4,
        "reliability": "low",
        "median": 54,
        "p25": 30.69,
        "p75": 176.5,
        "min": 5.75,
        "max": 499,
        "mean": 153.19,
        "stdev": 231.98,
        "usageShare": 0.25
      },
      "team_sme": {
        "n": 2,
        "nPriced": 2,
        "reliability": "low",
        "median": 114.5,
        "p25": 107.25,
        "p75": 121.75,
        "min": 100,
        "max": 129,
        "mean": 114.5,
        "stdev": 20.51,
        "usageShare": 0
      },
      "enterprise": {
        "n": 3,
        "nPriced": 1,
        "reliability": "none",
        "median": 399,
        "p25": 399,
        "p75": 399,
        "min": 399,
        "max": 399,
        "mean": 399,
        "stdev": 0,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
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        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 3,
        "p25": 17.49,
        "median": 19.99,
        "p75": 40.5,
        "confidence": "low",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 3,
        "p25": 37.38,
        "median": 69,
        "p75": 284,
        "confidence": "low",
        "usageShare": 0.25,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 2,
        "p25": 107.25,
        "median": 114.5,
        "p75": 121.75,
        "confidence": "low",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 17.49,
          "provider_count": 2,
          "plan_observation_count": 2,
          "data_confidence": 0.15,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.1,
            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "eventbrite",
              "usd": 15
            },
            {
              "provider": "wedding",
              "usd": 19.99
            }
          ]
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 284,
          "provider_count": 2,
          "plan_observation_count": 2,
          "data_confidence": 0.15,
          "data_confidence_basis": {
            "provider_component": 0.17,
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            "provider_count": 2,
            "plan_observation_count": 2
          },
          "reliability": "low",
          "members": [
            {
              "provider": "floors_live",
              "usd": 69
            },
            {
              "provider": "tars_event_planner_agent",
              "usd": 499
            }
          ]
        }
      ],
      "rejected": {
        "ambiguous_cadence": 4,
        "usage_not_monthly": 1,
        "one_time": 2,
        "unrankable_or_unparseable": 2
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "eventbrite",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15/mo",
                "monthly_usd": 15
              },
              {
                "provider": "floors_live",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$69 /mo",
                "monthly_usd": 69
              },
              {
                "provider": "floors_live",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$129 /mo",
                "monthly_usd": 129
              },
              {
                "provider": "tars_event_planner_agent",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499/mo",
                "monthly_usd": 499
              },
              {
                "provider": "wedding",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19.99",
                "monthly_usd": 19.99
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 2,
            "offers": [
              {
                "provider": "groupi_discovery",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "A$9 / card",
                "monthly_usd": null
              },
              {
                "provider": "seating_chart",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9.99",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "floors_live",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "From $39",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "floors_live",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "From $399",
                "monthly_usd": null
              },
              {
                "provider": "izifete",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "100 % gratuit",
                "monthly_usd": null
              },
              {
                "provider": "joinways",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "tars_event_planner_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom Pricing",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 8,
          "normalized_observations": 5,
          "comparable_providers": 4,
          "strict_cohorts": 2,
          "exclusion_reasons": {
            "ambiguous_cadence": 4,
            "usage_not_monthly": 1,
            "one_time": 2,
            "unrankable_or_unparseable": 2
          }
        }
      }
    },
    "billingMix": {
      "freemium": 4,
      "subscription": 2,
      "free": 1,
      "one-time": 1
    },
    "freeTierShare": 0.63,
    "medianLowestUsd": 17.49
  },
  "movement": {
    "niche": "ai-event-planning",
    "sector": "hospitality",
    "pricedNow": 6,
    "pairs": 6,
    "repriced": [
      {
        "handle": "groupi_discovery",
        "from": 6.35,
        "to": 6.38,
        "pct": 0.5
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": 0.1,
    "kind": "repricing",
    "narrative": "Genuine repricing: 1 agent repriced — all up (avg +0.1%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "bushdrum_events",
      "name": "Bushdrum Events",
      "url": "https://bushdrum.com/developers",
      "short_summary": "provides read-only city-scoped event discovery and search for AI agents and developers",
      "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": "joinways",
      "name": "Joinways",
      "url": "https://joinways.app",
      "short_summary": "extracts and structures event inquiries from emails, manages CRM for event venues, generates quotes and handles event booking workflow",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Joinways offers a free-forever tier, Basic at $61 per venue/month or $49 billed annually, Pro at an observed $69 per venue/month billed annually, and contact-sales Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "openagenda",
      "name": "OpenAgenda",
      "url": "http://mcp.openagenda.com",
      "short_summary": "Search, analyze and manage events on OpenAgenda",
      "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": "wedding",
      "name": "Wedding",
      "url": "https://aisle.wedding/",
      "short_summary": "AI-assisted destination wedding planning and website building",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 19.99,
        "monthly_usd": 19.99,
        "headline": "From $19.99/mo",
        "summary": "From $19.99/mo. Aisle offers one all-inclusive membership at $19.99 per month after a 7-day free trial."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "floors_live",
      "name": "Floors Live",
      "url": "https://floors.live/mcp/",
      "short_summary": "Design event floor plans, manage guest lists, and run intelligent seating assignments — from your AI assistant.\n\nFloors.live is a professional 2D/3D event floo…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 69,
        "monthly_usd": 69,
        "headline": "Free tier, then from $69/mo",
        "summary": "Free tier, then from $69/mo. Floors.live offers a permanent free tier, pay-per-event credits from $39, monthly Planner plans at $69 and $129, and custom Enterprise pricing from $399."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "fyndling",
      "name": "fyndling",
      "url": "https://fyndling.de",
      "short_summary": "provides access to medieval events and historical recipes datasets",
      "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": "gigora",
      "name": "Gigora",
      "url": "https://gigora.live/developers",
      "short_summary": "Live-concert discovery for AI agents — search 44,000+ upcoming concerts worldwide by city, artist, genre or festival. Hosted, no API key required.",
      "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": "groupi_discovery",
      "name": "Groupi Discovery",
      "url": "https://groupi.io",
      "short_summary": "creates shareable group links for meetings, events, and community gatherings",
      "price": {
        "observed": true,
        "billing": "one-time",
        "lowest_monthly_usd": 6.38,
        "monthly_usd": 4.52,
        "headline": "From $6.38/mo",
        "summary": "From $6.38/mo. Groupi charges A$9 per activity card as a one-time fee with no subscription."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "izifete",
      "name": "Izifete",
      "url": "https://izifete.fr",
      "short_summary": "Verified event-services providers across France: caterers, DJs, photographers, venues and florists. Search by trade and city, view provider details, verify a S…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Izifete states that its event-provider search and quote service is 100% free, with no commission on quotes."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "jotform_com",
      "name": "Jotform Com",
      "url": "https://www.jotform.com/agent-templates/event-planning-ai-agent",
      "short_summary": "Collects event planning details from attendees through interactive conversations, transforming static forms into dynamic dialogues",
      "price": {
        "observed": false,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The Event Planning AI Agent is advertised as free, but no clear monthly plan prices or plan details are publicly shown."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/ai-event-planning",
  "summary": {
    "niche": "ai-event-planning",
    "sector": "hospitality",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for ai-event-planning yet — too few comparable priced providers. Observed offers are listed.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "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": [
            15,
            19.99
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-event-planning"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-event-planning",
    "counts": {
      "listings_with_price_capture": 20,
      "listings_with_observed_public_price": 8,
      "providers_with_numeric_monthly_price_latest_scan": 6,
      "like_for_like_comparable_pairs": 6
    },
    "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": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 17.49,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "eventbrite",
            "usd": 15
          },
          {
            "provider": "wedding",
            "usd": 19.99
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 284,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "floors_live",
            "usd": 69
          },
          {
            "provider": "tars_event_planner_agent",
            "usd": 499
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 20,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 5,
      "comparable_providers": 4,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "ambiguous_cadence": 4,
        "usage_not_monthly": 1,
        "one_time": 2,
        "unrankable_or_unparseable": 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": {
      "ambiguous_cadence": 4,
      "usage_not_monthly": 1,
      "one_time": 2,
      "unrankable_or_unparseable": 2
    },
    "billing_mix": {
      "freemium": 4,
      "subscription": 2,
      "free": 1,
      "one-time": 1
    },
    "free_tier_share": 0.63,
    "top_providers": [
      {
        "agent_id": "bushdrum_events",
        "name": "Bushdrum Events",
        "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": "joinways",
        "name": "Joinways",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier + paid plans (price not published)",
          "summary": "Joinways offers a free-forever tier, Basic at $61 per venue/month or $49 billed annually, Pro at an observed $69 per venue/month billed annually, and contact-sales Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "openagenda",
        "name": "OpenAgenda",
        "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": "wedding",
        "name": "Wedding",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 19.99,
          "monthly_usd": 19.99,
          "headline": "From $19.99/mo",
          "summary": "From $19.99/mo. Aisle offers one all-inclusive membership at $19.99 per month after a 7-day free trial."
        },
        "observed": true
      },
      {
        "agent_id": "floors_live",
        "name": "Floors Live",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 69,
          "monthly_usd": 69,
          "headline": "Free tier, then from $69/mo",
          "summary": "Free tier, then from $69/mo. Floors.live offers a permanent free tier, pay-per-event credits from $39, monthly Planner plans at $69 and $129, and custom Enterprise pricing from $399."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-event-planning"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-event-planning",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "bushdrum_events"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "bushdrum_events"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}