Report Generation Agent

{
  "niche": "report-generation-agent",
  "parent_sector": "research-knowledge-work",
  "provider_type_pricing": {
    "slug": "report-generation-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 29,
      "p25": null,
      "p75": null,
      "providers": 5
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    "by_provider_type": {
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        "publishable": true,
        "confidence": "provisional"
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      "mcp": {
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        "providers": 1,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "emerging",
  "observed_node_count": 4,
  "adjacent_niches": [
    "expert-call-summarisation",
    "business-research-enrichment",
    "literature-review",
    "news-monitoring-agent",
    "company-intelligence-agent",
    "document-qa-agent"
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  "market_pulse": {
    "pulse": 44,
    "drivers": [
      "enterprise money present",
      "3 new builders in 30d"
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    "price_move_30d_pct": -12.9,
    "money_share": 0.6666666666666666,
    "entry_rate": 0.15789473684210525,
    "alive_share": 1
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  "price_move": {
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    "m_pct": 0,
    "comparable_agents": 6,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
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      "m": false
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      "m": {
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    },
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    },
    "tier_own_move": {
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      "m": {
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    },
    "tier_agents": {
      "individual": 1,
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      "team_sme": 5,
      "enterprise": 2
    },
    "obs_range": {
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    "tier_obs_range": {
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  },
  "pricing": {
    "sampleSize": 14,
    "observed": 6,
    "byPersona": {
      "free": {
        "n": 4,
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        "reliability": "none",
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        "usageShare": 0
      },
      "individual": {
        "n": 1,
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        "p25": 40,
        "p75": 40,
        "min": 40,
        "max": 40,
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      },
      "pro": {
        "n": 6,
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        "p75": 79.95,
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        "max": 99,
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      },
      "team_sme": {
        "n": 6,
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        "reliability": "medium",
        "median": 69,
        "p25": 34,
        "p75": 194.71,
        "min": 20,
        "max": 499,
        "usageShare": 0
      },
      "enterprise": {
        "n": 5,
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        "reliability": "low",
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        "p25": 1249.96,
        "p75": 2749.99,
        "min": 499.95,
        "max": 3500,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
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        "nMonthly": 0,
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        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
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        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "pro": {
        "nMonthly": 5,
        "p25": 10,
        "median": 49.95,
        "p75": 79.95,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 6,
        "p25": 34,
        "median": 69,
        "p75": 194.71,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 2,
        "p25": 1249.96,
        "median": 1999.98,
        "p75": 2749.99,
        "confidence": "low",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 37.61,
          "provider_count": 2,
          "plan_observation_count": 3,
          "data_confidence": 0.16,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.15,
            "provider_count": 2,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "vozclara",
              "usd": 10.26
            },
            {
              "provider": "ultracart_ai_report_builder",
              "usd": 64.95
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 229.95,
          "provider_count": 3,
          "plan_observation_count": 5,
          "data_confidence": 0.25,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.25,
            "provider_count": 3,
            "plan_observation_count": 5
          },
          "reliability": "low",
          "members": [
            {
              "provider": "eodly",
              "usd": 49
            },
            {
              "provider": "ultracart_ai_report_builder",
              "usd": 229.95
            },
            {
              "provider": "clientell_report_builder",
              "usd": 499
            }
          ]
        },
        {
          "tier": "enterprise",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 1999.98,
          "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": "ultracart_ai_report_builder",
              "usd": 499.95
            },
            {
              "provider": "clientell_report_builder",
              "usd": 3500
            }
          ]
        }
      ],
      "rejected": {
        "promo": 2,
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      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 10,
            "offers": [
              {
                "provider": "clientell_report_builder",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499/mo",
                "monthly_usd": 499
              },
              {
                "provider": "clientell_report_builder",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "From $3,500/mo",
                "monthly_usd": 3500
              },
              {
                "provider": "eodly",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "eodly",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "eodly",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$89/mo",
                "monthly_usd": 89
              },
              {
                "provider": "ultracart_ai_report_builder",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49.95/mo",
                "monthly_usd": 49.95
              },
              {
                "provider": "ultracart_ai_report_builder",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79.95/mo",
                "monthly_usd": 79.95
              },
              {
                "provider": "ultracart_ai_report_builder",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$229.95/mo",
                "monthly_usd": 229.95
              },
              {
                "provider": "ultracart_ai_report_builder",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499.95/mo",
                "monthly_usd": 499.95
              },
              {
                "provider": "vozclara",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€9 / month",
                "monthly_usd": 10.26
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 3,
            "offers": [
              {
                "provider": "bayeslab",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$10 / seat / month",
                "monthly_usd": 10
              },
              {
                "provider": "bayeslab",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$20 / seat / month",
                "monthly_usd": 20
              },
              {
                "provider": "bayeslab",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$40 / seat / month",
                "monthly_usd": 40
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "bayeslab",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              },
              {
                "provider": "clientell_report_builder",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "eodly",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 5,
          "normalized_observations": 13,
          "comparable_providers": 5,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "promo": 2,
            "ambiguous_cadence": 3
          }
        }
      }
    },
    "billingMix": {
      "subscription": 3,
      "freemium": 2,
      "free": 1
    },
    "freeTierShare": 0.5,
    "medianLowestUsd": 29
  },
  "movement": {
    "niche": "report-generation-agent",
    "sector": "research-knowledge-work",
    "pricedNow": 5,
    "pairs": 5,
    "repriced": [
      {
        "handle": "vozclara",
        "from": 10.36,
        "to": 10.38,
        "pct": 0.2
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "repricing",
    "narrative": "Genuine repricing: 1 agent repriced — all up (avg +0%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-08",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-10",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-11",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-13",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-14",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-15",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-16",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-17",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-18",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 12,
        "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": "superfact",
      "name": "Superfact",
      "url": "https://superfact.ai",
      "short_summary": "Turn AI chat conversations into beautiful, shareable public pages",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription price is shown in the supplied homepage content."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "vozclara",
      "name": "VozClara",
      "url": "https://vozclara.app",
      "short_summary": "converts video URLs into structured multilingual knowledge packs with summaries, key ideas, vocabulary, quizzes, and transcripts",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10.38,
        "monthly_usd": 11.97,
        "headline": "From $10.38/mo",
        "summary": "From $10.38/mo. VozClara is free during beta, offers a limited €99 one-time Founder Deal, and plans a €9/month Pro tier."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ritivel",
      "name": "RITIVEL",
      "url": "https://ritivel.com/",
      "short_summary": "Drafts regulatory submission documents for life sciences (Clinical Study Reports, CTD Module 2 summaries, Module 5 literature, TLFs) and answers regulatory que…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Ritivel does not publish public pricing and directs prospective customers to book a demo."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "re_port_flow_reportflow_mcp",
      "name": "reportflow-mcp",
      "url": "https://re-port-flow.com",
      "short_summary": "generates PDF reports from natural-language requests using ReportFlow templates",
      "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": "low",
      "upvotes": 0
    },
    {
      "agent_id": "ai_report_generator",
      "name": "Ai Report Generator",
      "url": "https://github.com/archanags001/AI-Report-Generator",
      "short_summary": "Multi-agent system for automated data analysis and report generation. Profiles CSV data, creates visualizations, extracts insights, and generates PDF reports u…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The GitHub pricing page lists a free plan, Team at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "bayeslab",
      "name": "Bayeslab",
      "url": "https://bayeslab.ai/en",
      "short_summary": "Autonomous data agent that transforms raw business data into boardroom-ready reports through agentic exploration, hypothesis testing, and AI-powered storytelli…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Bayeslab offers a free plan, paid monthly per-seat Pro, Team, and Elite plans currently discounted to $10, $20, and $40, plus custom Enterprise pricing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "clientell_report_builder",
      "name": "Clientell Report Builder",
      "url": "https://getclientell.com/salesforce/report/custom-report-builder",
      "short_summary": "AI agent that generates Salesforce reports from plain English descriptions. Creates complete report configurations with filters, groupings, summary formulas, a…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "From $99/mo",
        "summary": "From $99/mo. Clientell offers Launch at $99/month, Grow at $499/month, custom Enterprise pricing, and managed services from $3,500/month after a 14-day free trial."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "common_chronicle",
      "name": "Common Chronicle",
      "url": "https://github.com/Intelligent-Internet/Common_Chronicle",
      "short_summary": "AI-powered tool that transforms messy context into structured, sourced timelines. Automates discovery, analysis, and organization of information for research,…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "GitHub offers a free plan, a Team plan at $4 per user/month, and Enterprise starting at $21 per user/month."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "csvglow",
      "name": "Csvglow",
      "url": "https://github.com/Ratnaditya-J/csvglow",
      "short_summary": "Generates interactive HTML dashboards from CSV/Excel files with auto-detected charts, correlations, and insights. Works as an MCP server for AI agents and Open…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for csvglow is shown in the repository materials."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "eodly",
      "name": "Eodly",
      "url": "https://eodly.io/",
      "short_summary": "AI chief of staff that generates end-of-day reports for founders running mixed teams. Integrates with Slack, Telegram, Discord, GitHub, and Linear to track who…",
      "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. Freemium SaaS with a free tier (up to 5 teammates) and paid plans starting at $29/mo for growing teams, plus enterprise custom pricing."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "causal_agent",
      "name": "Causal Agent",
      "url": "https://github.com/Heyflyingpig/CausalAgent",
      "short_summary": "Multi-agent causal analysis system built on LangGraph. Automates causal structure learning, generates interactive causal graphs, and produces professional anal…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for CausalAgent is shown in the supplied repository content."
      },
      "home_niche": "autonomous-ai-research-lab",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "kyligence_zen",
      "name": "Kyligence Zen",
      "url": "https://kyligence.io/",
      "short_summary": "Provides AI-powered self-service metrics analytics; lets users define, collect, and analyze business metrics and chat with their data via an AI copilot to unco…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "ai-data-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "proposal_biz",
      "name": "Proposal Biz",
      "url": "https://proposal.biz/features/ai-features",
      "short_summary": "AI-powered document creation platform for generating, scoring, rewriting, redesigning, and restructuring proposals, contracts, statements of work, reports, and…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 15,
        "monthly_usd": 15,
        "headline": "From $15/mo",
        "summary": "From $15/mo. Proposal.biz offers three subscription plans from $19 per month monthly or $15 per month on yearly billing, with features and included seats increasing by tier."
      },
      "home_niche": "rfp-response",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "skywork_ai",
      "name": "Skywork",
      "url": "https://skywork.ai/",
      "short_summary": "Generates multimodal content (documents, slides, sheets, images, websites, videos, podcasts) from simple input, including deep research, and records/transcribe…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was visible on the supplied Skywork homepage, and no pricing page was available."
      },
      "home_niche": "meeting-notes-transcription",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "workbuddy",
      "name": "Workbuddy",
      "url": "https://www.workbuddy.ai/",
      "short_summary": "AI agent by Tencent for office professionals that uses multi-agent collaboration to autonomously break down complex tasks and deliver finished outputs like rep…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 19.9,
        "monthly_usd": 19.9,
        "headline": "From $19.9/mo",
        "summary": "From $19.9/mo. WorkBuddy offers Pro from $9.95 per month, Team at $40 per seat per month, and Enterprise pricing by contact."
      },
      "home_niche": "ai-assistant-suite",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/report-generation-agent",
  "summary": {
    "niche": "report-generation-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: Agents · Team / SME median $230/mo (3 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 229.95,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "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": [
            499.95,
            3500
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient agent pricing but insufficient MCP pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "report-generation-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/report-generation-agent",
    "counts": {
      "listings_with_price_capture": 14,
      "listings_with_observed_public_price": 6,
      "providers_with_numeric_monthly_price_latest_scan": 5,
      "like_for_like_comparable_pairs": 5
    },
    "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": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 37.61,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "vozclara",
            "usd": 10.26
          },
          {
            "provider": "ultracart_ai_report_builder",
            "usd": 64.95
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 229.95,
        "provider_count": 3,
        "plan_observation_count": 5,
        "data_confidence": 0.25,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.25,
          "provider_count": 3,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "eodly",
            "usd": 49
          },
          {
            "provider": "ultracart_ai_report_builder",
            "usd": 229.95
          },
          {
            "provider": "clientell_report_builder",
            "usd": 499
          }
        ]
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 1999.98,
        "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": "ultracart_ai_report_builder",
            "usd": 499.95
          },
          {
            "provider": "clientell_report_builder",
            "usd": 3500
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 14,
      "listings_with_observed_public_price": 6,
      "normalized_observations": 13,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "promo": 2,
        "ambiguous_cadence": 3
      }
    },
    "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": 2,
      "ambiguous_cadence": 3
    },
    "billing_mix": {
      "subscription": 3,
      "freemium": 2,
      "free": 1
    },
    "free_tier_share": 0.5,
    "top_providers": [
      {
        "agent_id": "superfact",
        "name": "Superfact",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public subscription price is shown in the supplied homepage content."
        },
        "observed": false
      },
      {
        "agent_id": "vozclara",
        "name": "VozClara",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 10.38,
          "monthly_usd": 11.97,
          "headline": "From $10.38/mo",
          "summary": "From $10.38/mo. VozClara is free during beta, offers a limited €99 one-time Founder Deal, and plans a €9/month Pro tier."
        },
        "observed": true
      },
      {
        "agent_id": "ritivel",
        "name": "RITIVEL",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "Ritivel does not publish public pricing and directs prospective customers to book a demo."
        },
        "observed": false
      },
      {
        "agent_id": "re_port_flow_reportflow_mcp",
        "name": "reportflow-mcp",
        "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": "ai_report_generator",
        "name": "Ai Report Generator",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The GitHub pricing page lists a free plan, Team at $4 per user/month, and Enterprise starting at $21 per user/month."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "report-generation-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "report-generation-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "superfact"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "superfact"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}