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Report Generation Agent

Query this niche via MCPmarket_report({ query: "Report Generation Agent", response_mode: "summary" })
active marketmarket pulse 61/100commercial money present0 new builders in 30d13 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$249/mo
$112–$500 middle half · 4 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
None priced — too few for a MCP servers median.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $249
eodly · $49
bayeslab · $112
Ultracart Ai Report Builder · $230
Clientell Report Builder · $249
Ultracart Ai Report Builder · $500
Clientell Report Builder · $500
$50
$100
$250
$500
AgentsMCP serversshaded = middle half · line = median

All plans

6 priced
Providervs its cohort medianMonthly
eodlyagent
$49 below
bayeslabagent
$112 below
Ultracart Ai Report Builderagent
$230 ~median
Clientell Report Builderagent
$249 ~median
Ultracart Ai Report Builderagent
$500 above
Clientell Report Builderagent
$500 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Report Generation Agent (latest observation 2026-10-16T03:43:44.171Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "report-generation-agent",
  "parent_sector": "research-knowledge-work",
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    "pricing_basis": "lowest_observed_monthly_usd",
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        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 9,
        "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": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 9,
            "monthly_usd": 10.09,
            "commitment": "monthly",
            "basis": "€9/month",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "other prices: Founder Deal €99 once (one-time)",
            "prices in EUR as published; USD figures are conversions at 2026-10-16"
          ],
          "lines": [
            {
              "name": "Founder Deal",
              "price": "€99 once",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Free",
              "price": "€0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "€9 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10.09,
        "monthly_usd": 10.09,
        "headline": "Free plan; paid from €9/mo",
        "summary": "Free plan; paid from €9/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": "No public price found on the vendor site."
      },
      "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": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for this open-source AI Data Analyst and Report Generator repository."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 24,
            "monthly_usd": 24,
            "commitment": "monthly",
            "basis": "$24/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly SAVE UP TO 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly SAVE UP TO 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0 / month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$24 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$199 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Contact Sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 24,
        "monthly_usd": 24,
        "headline": "Free plan; paid from $24/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $24/mo (billing period unverified: page has a Monthly/Annual toggle). Bayeslab offers a free plan, discounted Early Bird Team and Business subscriptions at $24 and $199 per month, and a custom enterprise option."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "MCP",
            "monthly_native": 249,
            "monthly_usd": 249,
            "commitment": "monthly",
            "basis": "$249/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual save 15%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Annual save 15%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "MCP",
              "price": "$249/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Platform",
              "price": "$500/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Let's talk",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 249,
        "monthly_usd": 249,
        "headline": "From $249/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From $249/mo (billing period unverified: page has a Monthly/Annual toggle). Clientell lists monthly Salesforce plans at $249/mo for MCP and $500/mo for Platform, while Enterprise pricing is customized; all plans include 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": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing was observed for Common Chronicle."
      },
      "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 is shown; csvglow is presented as an open-source CSV and Excel dashboard tool."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "TEAM",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "TEAM",
              "price": "$29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "GROWTH",
              "price": "$49/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "SCALE",
              "price": "$89/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ENTERPRISE",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo",
        "summary": "Free plan; paid 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 on the available homepage."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 15,
            "total_native": 180
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free Forever",
              "price": "$0 / Lifetime",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$19/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "$15/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Professional",
              "price": "$39/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional (annual billing)",
              "price": "$31/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Business",
              "price": "$89/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business (annual billing)",
              "price": "$71/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo; $15/mo equivalent billed annually",
        "summary": "Free plan; paid from $19/mo; $15/mo equivalent billed annually. Proposal.biz offers a permanent free plan and paid Starter, Professional, and Business plans starting at $19 per month, with lower per-month rates when billed yearly."
      },
      "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 plan prices are shown; the site advertises a limited-time trial with 800 daily free credits and requires login for trial access."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly 20%off\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly 20%off\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$10/month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free plan; paid from $10/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $10/mo (billing period unverified: page has a Monthly/Annual toggle). WorkBuddy offers a free plan and a Pro monthly subscription that is $7 for the first month for eligible new users, then $10/month."
      },
      "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 $171/mo (4 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": 4,
          "reliability": "low",
          "median": 170.73,
          "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,
            500
          ]
        }
      ],
      "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": null,
      "like_for_like_comparable_pairs": null
    },
    "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": 170.73,
        "provider_count": 4,
        "plan_observation_count": 7,
        "data_confidence": 0.34,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.35,
          "provider_count": 4,
          "plan_observation_count": 7
        },
        "reliability": "low",
        "members": [
          {
            "provider": "eodly",
            "usd": 49
          },
          {
            "provider": "bayeslab",
            "usd": 111.5
          },
          {
            "provider": "ultracart_ai_report_builder",
            "usd": 229.95
          },
          {
            "provider": "clientell_report_builder",
            "usd": 249
          }
        ]
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 499.98,
        "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": 500
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 14,
      "listings_with_observed_public_price": 6,
      "normalized_observations": 12,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 3,
        "promo": 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": {
      "ambiguous_cadence": 3,
      "promo": 1
    },
    "billing_mix": {
      "free": 1,
      "subscription": 3,
      "freemium": 2
    },
    "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": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 9,
              "monthly_usd": 10.09,
              "commitment": "monthly",
              "basis": "€9/month",
              "billing_verified": true
            },
            "currency": "EUR",
            "notes": [
              "other prices: Founder Deal €99 once (one-time)",
              "prices in EUR as published; USD figures are conversions at 2026-10-16"
            ],
            "lines": [
              {
                "name": "Founder Deal",
                "price": "€99 once",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Free",
                "price": "€0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "€9 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 10.09,
          "monthly_usd": 10.09,
          "headline": "Free plan; paid from €9/mo",
          "summary": "Free plan; paid from €9/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": "No public price found on the vendor site."
        },
        "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": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown for this open-source AI Data Analyst and Report Generator repository."
        },
        "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"
      }
    ]
  }
}
Full market

6 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.