Web Analytics Agent

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    "slug": "web-analytics-agent",
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    "provider_type_methodology_published_at": "2026-07-31",
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                "provider": "google_analytics",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K",
                "monthly_usd": null
              },
              {
                "provider": "mcp_analytics_mcp_analytics",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "€1 per extra 1M hits",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "cloudflare_dex",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "dns_analytics",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "gizmoanalytics",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "google_analytics",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "mcpanalytics_mcp_analytics",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom · unlimited usage",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 18,
          "normalized_observations": 36,
          "comparable_providers": 17,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "promo": 1,
            "one_time": 1,
            "free_or_zero": 3,
            "ambiguous_cadence": 5,
            "usage_not_monthly": 2
          }
        }
      }
    },
    "billingMix": {
      "freemium": 14,
      "free": 2,
      "subscription": 4
    },
    "freeTierShare": 0.8,
    "medianLowestUsd": 13.46
  },
  "movement": {
    "niche": "web-analytics-agent",
    "sector": "sales-marketing-revops",
    "pricedNow": 18,
    "pairs": 17,
    "repriced": [
      {
        "handle": "mcp_analytics_mcp_analytics",
        "from": 22.2,
        "to": 22.05,
        "pct": -0.7
      },
      {
        "handle": "bitly",
        "from": 11.68,
        "to": 11.61,
        "pct": -0.6
      },
      {
        "handle": "lodd_analytics",
        "from": 11.67,
        "to": 11.6,
        "pct": -0.6
      },
      {
        "handle": "minter_analytics",
        "from": 10.51,
        "to": 10.45,
        "pct": -0.6
      }
    ],
    "newlyPriced": [
      "mixpanel"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": -0.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 4 agents repriced — all down (avg -0.1%); 1 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 21,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 24,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-19",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-25",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 100,
        "pairs": 32,
        "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": "convradar",
      "name": "ConvRadar",
      "url": "https://convradar.com/",
      "short_summary": "analyzes Google Analytics 4 data to diagnose conversion rate optimization issues and provide actionable fixes",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "ConvRadar is completely free during its open beta, with no card required and access provided through email signup."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "gizmoanalytics",
      "name": "gizmoanalytics",
      "url": "https://gizmoanalytics.io/en/mcp-analytics",
      "short_summary": "provides web analytics with MCP-first architecture for AI coding agents to install, configure, and analyze website traffic data",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free tier, then from $9/mo",
        "summary": "Free tier, then from $9/mo. Gizmo Analytics offers a permanent free tier and paid monthly plans from $9 to $39, with yearly billing described as monthly price multiplied by 10 and paid upfront."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "lodd_analytics",
      "name": "Lodd Analytics",
      "url": "https://lodd.dev",
      "short_summary": "provides web analytics data and insights to AI agents through MCP tools",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 11.6,
        "monthly_usd": 13.46,
        "headline": "Free tier, then from $11.6/mo",
        "summary": "Free tier, then from $11.6/mo. The service offers a free tier with 2,500 events per month and a €9.99 monthly tier with 100,000 events per month, with unlimited sites and all tools on both tiers."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mcp_analytics_mcp_analytics",
      "name": "mcp-analytics",
      "url": "https://mcp-analytics.com",
      "short_summary": "provides web analytics through conversational queries in chat interfaces",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 22.05,
        "monthly_usd": 25.59,
        "headline": "Free tier, then from $22.05/mo",
        "summary": "Free tier, then from $22.05/mo. MCP Analytics offers a free tier, a €19/month Pro plan, and Enterprise pricing from €299/month, with €1 per extra 1M hits on Pro."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mcp_fathom_analytics",
      "name": "Fathom Analytics",
      "url": "https://usefathom.com/",
      "short_summary": "web analytics and visitor tracking",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 15,
        "monthly_usd": 15,
        "headline": "From $15/mo",
        "summary": "From $15/mo. Fathom offers subscription-based privacy-focused analytics with observed pricing from $15/mo, while the pricing page shows $45/month for up to 500,000 pageviews."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mcpanalytics_mcp_analytics",
      "name": "MCP Analytics",
      "url": "https://mcpanalytics.ai",
      "short_summary": "Statistical analysis and reporting - uploads CSV data or connects to GA4/GSC to run validated R-based analysis modules including regression, ML, time series, c…",
      "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. MCP Analytics offers a free plan, a $29/month Analyst plan, Team plans from $85/month, and custom unlimited usage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "somosmaqui_analytics",
      "name": "analytics",
      "url": "https://somosmaqui.com",
      "short_summary": "marketing analytics and campaign management for restaurants, retail, and service businesses",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1.69,
        "monthly_usd": null,
        "headline": "From $1.69/mo",
        "summary": "From $1.69/mo. Maqui offers three monthly subscription plans in CLP (Chilean Pesos) ranging from $490,000 to $1,690,000/month for digital marketing services including Google Ads, Meta Ads, SEO, and GEO optimization, with a minimum 3-month contract."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "clamp_analytics",
      "name": "Clamp Analytics",
      "url": "https://clamp.sh/docs/mcp",
      "short_summary": "provides web analytics data access to AI coding agents",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free tier, then from $19/mo",
        "summary": "Free tier, then from $19/mo. Clamp offers a permanent free tier, with paid monthly plans from $19 and usage-based charges for additional event volume."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "convalytics",
      "name": "Convalytics",
      "url": "https://convalytics.dev/",
      "short_summary": "provides web and product analytics for Convex apps with AI chat capabilities",
      "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. Convalytics offers a free tier plus $29/month Solo and $99/month Pro plans, with pricing based on monthly custom event volume while page views remain unlimited and free."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "minter_analytics",
      "name": "Minter Analytics",
      "url": "https://minter.io/mcp",
      "short_summary": "Social media analytics for **Instagram, TikTok, X, Facebook, LinkedIn and Threads**.\n\nQuery your [Minter.io](https://minter.io) reports from any MCP client: fo…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10.45,
        "monthly_usd": 12.13,
        "headline": "From $10.45/mo",
        "summary": "From $10.45/mo. Minter.io offers subscription plans priced per social profile from €9 to €39 per month, plus agency plans starting at €180 per month."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/web-analytics-agent",
  "summary": {
    "niche": "web-analytics-agent",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $11/mo (11 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": 11,
          "reliability": "medium",
          "median": 11.4,
          "p25": 10,
          "p75": 15.48,
          "status": "ok"
        },
        {
          "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": 8,
          "reliability": "medium",
          "median": 83.96,
          "p25": 60.02,
          "p75": 156.3,
          "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": 7,
          "reliability": "medium",
          "median": 44.46,
          "p25": 25.33,
          "p75": 72,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "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": [
            8.25,
            20
          ]
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            12.42,
            50
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "web-analytics-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/web-analytics-agent",
    "counts": {
      "listings_with_price_capture": 24,
      "listings_with_observed_public_price": 20,
      "providers_with_numeric_monthly_price_latest_scan": 18,
      "like_for_like_comparable_pairs": 17
    },
    "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": 11.4,
        "provider_count": 13,
        "plan_observation_count": 15,
        "data_confidence": 0.95,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.75,
          "provider_count": 13,
          "plan_observation_count": 15
        },
        "reliability": "high",
        "members": [
          {
            "provider": "ga_lite",
            "usd": 8.25
          },
          {
            "provider": "gizmoanalytics",
            "usd": 9
          },
          {
            "provider": "dns_analytics",
            "usd": 10
          },
          {
            "provider": "google_analytics",
            "usd": 10
          },
          {
            "provider": "cloudflare_dex",
            "usd": 10
          },
          {
            "provider": "lodd_analytics",
            "usd": 11.39
          },
          {
            "provider": "bitly",
            "usd": 11.4
          },
          {
            "provider": "nexly",
            "usd": 12.09
          },
          {
            "provider": "mcp_fathom_analytics",
            "usd": 15
          },
          {
            "provider": "minter_analytics",
            "usd": 15.96
          },
          {
            "provider": "jtracking_skills",
            "usd": 20
          },
          {
            "provider": "convalytics",
            "usd": 29
          },
          {
            "provider": "somosmaqui_analytics",
            "usd": 490
          }
        ],
        "p25": 10,
        "p75": 15.96
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 44.46,
        "provider_count": 9,
        "plan_observation_count": 9,
        "data_confidence": 0.69,
        "data_confidence_basis": {
          "provider_component": 0.75,
          "observation_component": 0.45,
          "provider_count": 9,
          "plan_observation_count": 9
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "ga_lite",
            "usd": 12.42
          },
          {
            "provider": "clamp_analytics",
            "usd": 19
          },
          {
            "provider": "mcp_analytics_mcp_analytics",
            "usd": 21.66
          },
          {
            "provider": "mcpanalytics_mcp_analytics",
            "usd": 29
          },
          {
            "provider": "minter_analytics",
            "usd": 44.46
          },
          {
            "provider": "mcp_fathom_analytics",
            "usd": 45
          },
          {
            "provider": "jtracking_skills",
            "usd": 50
          },
          {
            "provider": "convalytics",
            "usd": 99
          },
          {
            "provider": "bitly",
            "usd": 226.86
          }
        ],
        "p25": 21.66,
        "p75": 50
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 83.96,
        "provider_count": 8,
        "plan_observation_count": 11,
        "data_confidence": 0.64,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.55,
          "provider_count": 8,
          "plan_observation_count": 11
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "gizmoanalytics",
            "usd": 29
          },
          {
            "provider": "bitly",
            "usd": 33.06
          },
          {
            "provider": "clamp_analytics",
            "usd": 69
          },
          {
            "provider": "nexly",
            "usd": 82.92
          },
          {
            "provider": "mcpanalytics_mcp_analytics",
            "usd": 85
          },
          {
            "provider": "mixpanel",
            "usd": 140
          },
          {
            "provider": "minter_analytics",
            "usd": 205.2
          },
          {
            "provider": "somosmaqui_analytics",
            "usd": 445.85
          }
        ],
        "p25": 60.02,
        "p75": 156.3
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 24,
      "listings_with_observed_public_price": 20,
      "normalized_observations": 36,
      "comparable_providers": 17,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "promo": 1,
        "one_time": 1,
        "free_or_zero": 3,
        "ambiguous_cadence": 5,
        "usage_not_monthly": 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": {
      "promo": 1,
      "one_time": 1,
      "free_or_zero": 3,
      "ambiguous_cadence": 5,
      "usage_not_monthly": 2
    },
    "billing_mix": {
      "freemium": 14,
      "free": 2,
      "subscription": 4
    },
    "free_tier_share": 0.8,
    "top_providers": [
      {
        "agent_id": "convradar",
        "name": "ConvRadar",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "ConvRadar is completely free during its open beta, with no card required and access provided through email signup."
        },
        "observed": true
      },
      {
        "agent_id": "gizmoanalytics",
        "name": "gizmoanalytics",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 9,
          "monthly_usd": 9,
          "headline": "Free tier, then from $9/mo",
          "summary": "Free tier, then from $9/mo. Gizmo Analytics offers a permanent free tier and paid monthly plans from $9 to $39, with yearly billing described as monthly price multiplied by 10 and paid upfront."
        },
        "observed": true
      },
      {
        "agent_id": "lodd_analytics",
        "name": "Lodd Analytics",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 11.6,
          "monthly_usd": 13.46,
          "headline": "Free tier, then from $11.6/mo",
          "summary": "Free tier, then from $11.6/mo. The service offers a free tier with 2,500 events per month and a €9.99 monthly tier with 100,000 events per month, with unlimited sites and all tools on both tiers."
        },
        "observed": true
      },
      {
        "agent_id": "mcp_analytics_mcp_analytics",
        "name": "mcp-analytics",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 22.05,
          "monthly_usd": 25.59,
          "headline": "Free tier, then from $22.05/mo",
          "summary": "Free tier, then from $22.05/mo. MCP Analytics offers a free tier, a €19/month Pro plan, and Enterprise pricing from €299/month, with €1 per extra 1M hits on Pro."
        },
        "observed": true
      },
      {
        "agent_id": "mcp_fathom_analytics",
        "name": "Fathom Analytics",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 15,
          "monthly_usd": 15,
          "headline": "From $15/mo",
          "summary": "From $15/mo. Fathom offers subscription-based privacy-focused analytics with observed pricing from $15/mo, while the pricing page shows $45/month for up to 500,000 pageviews."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "web-analytics-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "web-analytics-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "convradar"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "convradar"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}