News Monitoring Agent

{
  "niche": "news-monitoring-agent",
  "parent_sector": "research-knowledge-work",
  "provider_type_pricing": {
    "slug": "news-monitoring-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 10,
      "p25": null,
      "p75": null,
      "providers": 9
    },
    "by_provider_type": {
      "agent": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": 10,
        "p25": null,
        "p75": null,
        "providers": 9,
        "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": "empty",
  "observed_node_count": 0,
  "adjacent_niches": [
    "expert-call-summarisation",
    "business-research-enrichment",
    "literature-review",
    "company-intelligence-agent",
    "document-qa-agent",
    "market-intelligence-research"
  ],
  "market_pulse": {
    "pulse": 52,
    "drivers": [
      "enterprise money present",
      "3 new builders in 30d"
    ],
    "price_move_30d_pct": 0.3,
    "money_share": 0.5833333333333334,
    "entry_rate": 0.07142857142857142,
    "alive_share": 0.9743589743589743
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 9,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_series": {
      "individual": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "pro": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "team_sme": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "enterprise": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ]
    },
    "tier_own_move": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 6,
      "pro": 4,
      "team_sme": 1,
      "enterprise": 0
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 37,
    "observed": 12,
    "byPersona": {
      "free": {
        "n": 8,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      },
      "individual": {
        "n": 13,
        "nPriced": 10,
        "reliability": "medium",
        "median": 10,
        "p25": 1.32,
        "p75": 17.46,
        "min": 0.1,
        "max": 50,
        "mean": 12.52,
        "stdev": 15.11,
        "usageShare": 0.46
      },
      "pro": {
        "n": 6,
        "nPriced": 6,
        "reliability": "medium",
        "median": 29,
        "p25": 9.75,
        "p75": 29.71,
        "min": 2,
        "max": 99,
        "mean": 32.05,
        "stdev": 35.31,
        "usageShare": 0
      },
      "team_sme": {
        "n": 2,
        "nPriced": 2,
        "reliability": "low",
        "median": 199,
        "p25": 199,
        "p75": 199,
        "min": 199,
        "max": 199,
        "mean": 199,
        "stdev": 0,
        "usageShare": 0
      },
      "enterprise": {
        "n": 7,
        "nPriced": 1,
        "reliability": "none",
        "median": 599,
        "p25": 599,
        "p75": 599,
        "min": 599,
        "max": 599,
        "mean": 599,
        "stdev": 0,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 4,
        "p25": 16.21,
        "median": 19.98,
        "p75": 27.5,
        "confidence": "low",
        "usageShare": 0.46,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 6,
        "p25": 9.75,
        "median": 29,
        "p75": 29.71,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 2,
        "p25": 199,
        "median": 199,
        "p75": 199,
        "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": 10,
          "provider_count": 6,
          "plan_observation_count": 7,
          "data_confidence": 0.47,
          "data_confidence_basis": {
            "provider_component": 0.5,
            "observation_component": 0.35,
            "provider_count": 6,
            "plan_observation_count": 7
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "storyflo",
              "usd": 4.99
            },
            {
              "provider": "hackernews",
              "usd": 10
            },
            {
              "provider": "news",
              "usd": 10
            },
            {
              "provider": "pulse_cn_mcp",
              "usd": 10
            },
            {
              "provider": "global_ai_news",
              "usd": 22.74
            },
            {
              "provider": "marketflux_mcp",
              "usd": 35
            }
          ],
          "p25": 10,
          "p75": 19.56
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 31.57,
          "provider_count": 4,
          "plan_observation_count": 6,
          "data_confidence": 0.33,
          "data_confidence_basis": {
            "provider_component": 0.33,
            "observation_component": 0.3,
            "provider_count": 4,
            "plan_observation_count": 6
          },
          "reliability": "low",
          "members": [
            {
              "provider": "newsmind",
              "usd": 2.67
            },
            {
              "provider": "newsflash",
              "usd": 29
            },
            {
              "provider": "global_ai_news",
              "usd": 34.14
            },
            {
              "provider": "apitube_news",
              "usd": 64
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 212.93,
          "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": "apitube_news",
              "usd": 199
            },
            {
              "provider": "global_ai_news",
              "usd": 226.86
            }
          ]
        }
      ],
      "rejected": {
        "free_or_zero": 3,
        "usage_not_monthly": 3,
        "ambiguous_cadence": 5,
        "unrankable_or_unparseable": 1
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 16,
            "offers": [
              {
                "provider": "apitube_news",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "apitube_news",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 /mo",
                "monthly_usd": 99
              },
              {
                "provider": "apitube_news",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199 /mo",
                "monthly_usd": 199
              },
              {
                "provider": "apitube_news",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$599 /mo",
                "monthly_usd": 599
              },
              {
                "provider": "global_ai_news",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€19.95 / month",
                "monthly_usd": 22.74
              },
              {
                "provider": "global_ai_news",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€199 / month",
                "monthly_usd": 226.86
              },
              {
                "provider": "global_ai_news",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€29.95 / month",
                "monthly_usd": 34.14
              },
              {
                "provider": "hackernews",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "marketflux_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$240/year",
                "monthly_usd": 20
              },
              {
                "provider": "marketflux_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$600/year",
                "monthly_usd": 50
              },
              {
                "provider": "news",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "newsflash",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 / month",
                "monthly_usd": 29
              },
              {
                "provider": "newsmind",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$24/year",
                "monthly_usd": 2
              },
              {
                "provider": "newsmind",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$40/year",
                "monthly_usd": 3.33
              },
              {
                "provider": "pulse_cn_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "storyflo",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4.99 / mo",
                "monthly_usd": 4.99
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "hackernews",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K",
                "monthly_usd": null
              },
              {
                "provider": "news",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K",
                "monthly_usd": null
              },
              {
                "provider": "pulse_cn_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K RPCs",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "global_ai_news",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "hackernews",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "news",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "pulse_cn_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "storyflo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 9,
          "normalized_observations": 16,
          "comparable_providers": 9,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "free_or_zero": 3,
            "usage_not_monthly": 3,
            "ambiguous_cadence": 5,
            "unrankable_or_unparseable": 1
          }
        }
      }
    },
    "billingMix": {
      "free": 3,
      "freemium": 7,
      "subscription": 2
    },
    "freeTierShare": 0.83,
    "medianLowestUsd": 10
  },
  "movement": {
    "niche": "news-monitoring-agent",
    "sector": "research-knowledge-work",
    "pricedNow": 9,
    "pairs": 9,
    "repriced": [
      {
        "handle": "global_ai_news",
        "from": 23.31,
        "to": 23.16,
        "pct": -0.6
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [
      "tnl_intelligence",
      "clstr_news"
    ],
    "likeForLikePct": -0.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all down (avg -0.1%); 2 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-19",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 100,
        "pairs": 14,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-25",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 100,
        "pairs": 11,
        "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": "global_ai_news",
      "name": "global-ai-news",
      "url": "https://brunosan.de/ai_news/mcp",
      "short_summary": "provides AI and tech news intelligence with deterministic relevance scoring",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 23.16,
        "monthly_usd": 26.88,
        "headline": "From $23.16/mo",
        "summary": "From $23.16/mo. BrunoSan offers a €19.95-per-month single-domain plan, a €199-per-month full-intelligence plan, a €29.95-per-month LENS add-on, and custom enterprise pricing after a no-card trial."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "gloria",
      "name": "Gloria",
      "url": "https://lucid.itsgloria.ai/",
      "short_summary": "provides AI-powered crypto news intelligence — curated news, AI recaps, keyword search, and ticker analysis across crypto categories",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "marketflux_mcp",
      "name": "marketflux-mcp",
      "url": "https://marketflux.io/mcp",
      "short_summary": "provides financial news intelligence and market research through AI assistant integration",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free tier, then from $20/mo",
        "summary": "Free tier, then from $20/mo. MarketFlux offers a free Explore plan, Essential at $240/year or $192/year on the yearly plan, Elite at $600/year or $480/year on the yearly plan, and custom pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "outtolunch",
      "name": "outtolunch",
      "url": "https://outtolunch.app",
      "short_summary": "provides daily world briefing data to AI assistants about current events",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage lists a $0 offer, but does not provide a billing period or detailed plan information."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "trendradar",
      "name": "Trendradar",
      "url": "https://github.com/sansan0/TrendRadar",
      "short_summary": "aggregates and monitors trending news/hot topics across multiple platforms and RSS sources, filters by keywords or AI, analyzes trends, and pushes alerts",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "TrendRadar is presented as a non-commercial open-source project, but no product pricing or subscription plans are publicly listed."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "aibrief",
      "name": "Aibrief",
      "url": "https://parkjongmin-ddam.github.io/aibrief/",
      "short_summary": "Read-only remote MCP server exposing daily curated Korean AI briefings — LLM and research news summarized in Korean with why-it-matters, tags, and source links…",
      "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": "apitube_news",
      "name": "Apitube News",
      "url": "https://apitube.io",
      "short_summary": "Hosted MCP server for the [APITube](https://apitube.io) News API. It gives an assistant live and archived news from 500,000+ verified sources across 180+ count…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free tier, then from $29/mo",
        "summary": "Free tier, then from $29/mo. APITube publicly shows a $0/month option and paid monthly options at $29, $99, $199, and $599, with annual billing advertised as saving 20%."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "artribune_14",
      "name": "Artribune 14",
      "url": "https://artribune.sighele.it",
      "short_summary": "Explore the Italian contemporary art scene by accessing a vast database of articles, artist profiles, and exhibition details. Stay updated with the latest news…",
      "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": "cloud101kr",
      "name": "Cloud101 Korea",
      "url": "https://cloud101.kr",
      "short_summary": "collects and curates Korean IT/cloud news, tech blog posts, and domestic/international seminar/webinar/conference schedules based on keywords",
      "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": "clstr_news",
      "name": "Clstr News",
      "url": "https://clstr.news/",
      "short_summary": "CLSTR reads 100,000+ articles a day from 40,000+ sources in 170+ countries and deduplicates them into single events, then links related events into ongoing sit…",
      "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
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/news-monitoring-agent",
  "summary": {
    "niche": "news-monitoring-agent",
    "sector": "research-knowledge-work",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $10/mo (6 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "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": 6,
          "reliability": "medium",
          "median": 10,
          "p25": 10,
          "p75": 19.56,
          "status": "ok"
        },
        {
          "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": 4,
          "reliability": "low",
          "median": 31.57,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "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": [
            199,
            226.86
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "news-monitoring-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/news-monitoring-agent",
    "counts": {
      "listings_with_price_capture": 37,
      "listings_with_observed_public_price": 12,
      "providers_with_numeric_monthly_price_latest_scan": 9,
      "like_for_like_comparable_pairs": 9
    },
    "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": 10,
        "provider_count": 6,
        "plan_observation_count": 7,
        "data_confidence": 0.47,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.35,
          "provider_count": 6,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "storyflo",
            "usd": 4.99
          },
          {
            "provider": "hackernews",
            "usd": 10
          },
          {
            "provider": "news",
            "usd": 10
          },
          {
            "provider": "pulse_cn_mcp",
            "usd": 10
          },
          {
            "provider": "global_ai_news",
            "usd": 22.74
          },
          {
            "provider": "marketflux_mcp",
            "usd": 35
          }
        ],
        "p25": 10,
        "p75": 19.56
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 31.57,
        "provider_count": 4,
        "plan_observation_count": 6,
        "data_confidence": 0.33,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.3,
          "provider_count": 4,
          "plan_observation_count": 6
        },
        "reliability": "low",
        "members": [
          {
            "provider": "newsmind",
            "usd": 2.67
          },
          {
            "provider": "newsflash",
            "usd": 29
          },
          {
            "provider": "global_ai_news",
            "usd": 34.14
          },
          {
            "provider": "apitube_news",
            "usd": 64
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 212.93,
        "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": "apitube_news",
            "usd": 199
          },
          {
            "provider": "global_ai_news",
            "usd": 226.86
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 37,
      "listings_with_observed_public_price": 12,
      "normalized_observations": 16,
      "comparable_providers": 9,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "free_or_zero": 3,
        "usage_not_monthly": 3,
        "ambiguous_cadence": 5,
        "unrankable_or_unparseable": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "free_or_zero": 3,
      "usage_not_monthly": 3,
      "ambiguous_cadence": 5,
      "unrankable_or_unparseable": 1
    },
    "billing_mix": {
      "free": 3,
      "freemium": 7,
      "subscription": 2
    },
    "free_tier_share": 0.83,
    "top_providers": [
      {
        "agent_id": "global_ai_news",
        "name": "global-ai-news",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 23.16,
          "monthly_usd": 26.88,
          "headline": "From $23.16/mo",
          "summary": "From $23.16/mo. BrunoSan offers a €19.95-per-month single-domain plan, a €199-per-month full-intelligence plan, a €29.95-per-month LENS add-on, and custom enterprise pricing after a no-card trial."
        },
        "observed": true
      },
      {
        "agent_id": "gloria",
        "name": "Gloria",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "marketflux_mcp",
        "name": "marketflux-mcp",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 20,
          "monthly_usd": 20,
          "headline": "Free tier, then from $20/mo",
          "summary": "Free tier, then from $20/mo. MarketFlux offers a free Explore plan, Essential at $240/year or $192/year on the yearly plan, Elite at $600/year or $480/year on the yearly plan, and custom pricing."
        },
        "observed": true
      },
      {
        "agent_id": "outtolunch",
        "name": "outtolunch",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "The homepage lists a $0 offer, but does not provide a billing period or detailed plan information."
        },
        "observed": true
      },
      {
        "agent_id": "trendradar",
        "name": "Trendradar",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "TrendRadar is presented as a non-commercial open-source project, but no product pricing or subscription plans are publicly listed."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "news-monitoring-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "news-monitoring-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "global_ai_news"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "global_ai_news"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}