Content Operations

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                "billing": "monthly",
                "unit": "flat",
                "price": "$249 / mo",
                "monthly_usd": 249
              },
              {
                "provider": "marketing_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$249/month",
                "monthly_usd": 249
              },
              {
                "provider": "marketing_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499/month",
                "monthly_usd": 499
              },
              {
                "provider": "misarblog_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.99 / month",
                "monthly_usd": 9.99
              },
              {
                "provider": "misarblog_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39.99 / month",
                "monthly_usd": 39.99
              },
              {
                "provider": "niche",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39 per month",
                "monthly_usd": 39
              },
              {
                "provider": "niche",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 per month",
                "monthly_usd": 99
              },
              {
                "provider": "niche",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299 per month",
                "monthly_usd": 299
              },
              {
                "provider": "omnflow",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/mo",
                "monthly_usd": 19
              },
              {
                "provider": "omnflow",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$59/mo",
                "monthly_usd": 59
              },
              {
                "provider": "omnflow",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$129/mo",
                "monthly_usd": 129
              },
              {
                "provider": "orphiq",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$37/month",
                "monthly_usd": 37
              },
              {
                "provider": "orphiq",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$97/month",
                "monthly_usd": 97
              },
              {
                "provider": "orphiq",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$397/month",
                "monthly_usd": 397
              },
              {
                "provider": "orphiq",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$37/month",
                "monthly_usd": 37
              },
              {
                "provider": "orphiq",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$157/month",
                "monthly_usd": 157
              },
              {
                "provider": "orphiq",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$397/month",
                "monthly_usd": 397
              },
              {
                "provider": "qqqqw",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "shipstar",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/mo",
                "monthly_usd": 20
              },
              {
                "provider": "sprites_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$98 /month",
                "monthly_usd": 98
              },
              {
                "provider": "sprites_ai",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$670 /month",
                "monthly_usd": 670
              },
              {
                "provider": "ssded",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "templateson",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "templateson",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 /mo",
                "monthly_usd": 99
              },
              {
                "provider": "vibecom",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20\n/month",
                "monthly_usd": 20
              },
              {
                "provider": "vibemarketing",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/month",
                "monthly_usd": 9
              },
              {
                "provider": "ziflow_reviewai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 199 / month",
                "monthly_usd": 199
              },
              {
                "provider": "ziflow_reviewai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 329 / month",
                "monthly_usd": 329
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 1,
            "offers": [
              {
                "provider": "sanity_io_content",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$15 PER SEAT / MONTH",
                "monthly_usd": 15
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 2,
            "offers": [
              {
                "provider": "ghost_publisher_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$ 7 per user per month",
                "monthly_usd": 7
              },
              {
                "provider": "shipstar",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$24/user/mo",
                "monthly_usd": 24
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "automateed",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$149",
                "monthly_usd": null
              },
              {
                "provider": "automateed",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$239",
                "monthly_usd": null
              },
              {
                "provider": "automateed",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$299",
                "monthly_usd": null
              },
              {
                "provider": "automateed",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$997",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "ssded",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 / 1K RPCs",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_agent",
            "count": 2,
            "offers": [
              {
                "provider": "lyzr_ai_marketing",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_agent",
                "price": "$0.08/agent run",
                "monthly_usd": null
              },
              {
                "provider": "lyzr_ai_marketing",
                "tier": "enterprise",
                "billing": "usage",
                "unit": "per_agent",
                "price": "$0.03/agent run",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 11,
            "offers": [
              {
                "provider": "aprimo_ai_agents",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Get a Custom Aprimo Quote",
                "monthly_usd": null
              },
              {
                "provider": "aprimo_ai_agents",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Get a Custom Aprimo Quote",
                "monthly_usd": null
              },
              {
                "provider": "deepwriter_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "marketing_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "md2wechat",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "199CNY",
                "monthly_usd": null
              },
              {
                "provider": "md2wechat",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "199CNY",
                "monthly_usd": null
              },
              {
                "provider": "qqqqw",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "sanity_io_content",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "CUSTOM PRICING",
                "monthly_usd": null
              },
              {
                "provider": "sprites_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              },
              {
                "provider": "ssded",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "ziflow_reviewai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 29,
          "normalized_observations": 56,
          "comparable_providers": 25,
          "strict_cohorts": 5,
          "exclusion_reasons": {
            "usage_not_monthly": 3,
            "free_or_zero": 5,
            "ambiguous_cadence": 11,
            "promo": 2,
            "one_time": 4
          }
        }
      }
    },
    "billingMix": {
      "usage": 1,
      "subscription": 6,
      "freemium": 20,
      "free": 3,
      "contact_sales": 2,
      "one-time": 1
    },
    "freeTierShare": 0.7,
    "medianLowestUsd": 29
  },
  "movement": {
    "niche": "content-operations",
    "sector": "sales-marketing-revops",
    "pricedNow": 27,
    "pairs": 26,
    "repriced": [
      {
        "handle": "fetra_ai",
        "from": 29,
        "to": 15,
        "pct": -48.3
      },
      {
        "handle": "linkpulse",
        "from": 29.11,
        "to": 28.92,
        "pct": -0.7
      }
    ],
    "newlyPriced": [
      "ghost_publisher_mcp"
    ],
    "droppedFromPriced": [
      "tugan_ai"
    ],
    "likeForLikePct": -2.5,
    "kind": "mixed",
    "narrative": "Repricing + composition: 2 agents repriced — all down (avg -2.5%); 1 newly published pricing; 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 30,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 32,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-19",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 102.654,
        "pairs": 43,
        "dayChangePct": 2.65
      },
      {
        "day": "2026-08-25",
        "index": 102.654,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 102.654,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 102.654,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 102.654,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 102.654,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 102.654,
        "pairs": 38,
        "dayChangePct": 0
      }
    ],
    "latest": 102.654,
    "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": "bizbuilder",
      "name": "BizBuilder",
      "url": "https://bizbuilderai.com",
      "short_summary": "AI growth copilot that handles marketing labor across paid ads, SEO, AEO, MCP discoverability, and community placements for solo founders",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 79,
        "monthly_usd": 79,
        "headline": "Free tier, then from $79/mo",
        "summary": "Free tier, then from $79/mo. BizBuilder AI offers a free Probe plan and a $79/month Cohort subscription with continuous execution and additional analytics and integrations."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "builtwritten",
      "name": "Built&Written",
      "url": "https://www.builtwritten.com/docs/mcp",
      "short_summary": "manages non-fiction book writing projects including chapters, structure, content generation, and KDP export",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "From $19/mo",
        "summary": "From $19/mo. Built&Written offers three subscription plans from $19/month monthly or $15/month when billed annually, with book-generation limits and features increasing by tier."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "content_distribution_mcp",
      "name": "content-distribution-mcp",
      "url": "https://automatelab.tech/products/mcp/content-distribution-mcp/",
      "short_summary": "distributes content across 8+ developer-community channels with platform-specific adaptation",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Content Distribution MCP is publicly offered for free under an MIT license, with no monthly billing period stated."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "contentful_mcp_graphql",
      "name": "Contentful GraphQL Server",
      "url": "https://www.contentful.com/",
      "short_summary": "content management and delivery platform with AI-driven personalization and analytics",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "doomscrollr_mcp",
      "name": "DOOMSCROLLR",
      "url": "https://mcp.doomscrollr.com",
      "short_summary": "builds owned-audience websites with pages, posts, products, subscribers, capture, RSS/Pinterest integration, ShopMy/Shopify imports, tickets, memberships, and…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage indicates that DOOMSCROLLR offers a free account with API key access, but does not show paid plan pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "humanmcp",
      "name": "humanMCP",
      "url": "https://humanmcp.net",
      "short_summary": "provides personal MCP server for content creators with cryptographic proof of authorship, federated networking, and AI-native discovery",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or plan rates were observed on the homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "linkpulse",
      "name": "linkpulse",
      "url": "https://linkpulse.dev/",
      "short_summary": "monitors affiliate links across websites, detects broken links, tracks revenue per article/link, and provides AI-powered replacement suggestions",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 28.92,
        "monthly_usd": 33.57,
        "headline": "Free tier, then from $28.92/mo",
        "summary": "Free tier, then from $28.92/mo. LinkPulse offers a free WordPress plugin, Pro at €29/month, Agency at €99/month, and a €299/year Founder Rate with annual billing discounts for the monthly plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "marcora",
      "name": "marcora",
      "url": "https://marcora.ai/",
      "short_summary": "creates on-brand marketing content using intelligent context infrastructure",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "Free tier, then from $39/mo",
        "summary": "Free tier, then from $39/mo. Marcora offers a permanent free plan for one user and paid workspace plans from $39/mo to $249/mo, with a 7-day trial for paid plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "niche",
      "name": "Niche",
      "url": "https://nicheangle.com",
      "short_summary": "Editorial intelligence for creators - reads primary sources, discovers emerging stories, ranks angles, and turns signal into publishable platform-native content",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "From $39/mo",
        "summary": "From $39/mo. Niche offers a three-day free trial followed by monthly Creator, Studio, and Operator subscriptions priced at $39, $99, and $299, with credit-based usage included in each tier."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "sanity_io_content",
      "name": "Content Agent",
      "url": "https://sanity.io/content-agent",
      "short_summary": "Runs content operations at scale: bulk edits, content audits, gap analysis, transforming source material into articles, editing visuals, and web research, all…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 15,
        "monthly_usd": 15,
        "headline": "Free tier, then from $15/mo",
        "summary": "Free tier, then from $15/mo. Sanity offers a permanent free plan, Growth at $15 per seat per month, and custom-priced Enterprise plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "ai_skills",
      "name": "Ai Skills",
      "url": "https://ai-skills.ai",
      "short_summary": "Structured AI skills library for professionals and industries. Provides pre-built agent skills for content operations, data insights, growth decisions, and wor…",
      "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": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "canva_ai_2",
      "name": "Canva AI 2.0",
      "url": "https://fortune.com/2026/04/16/canva-ai-agentic-design-suite-coo-cliff-obrecht/",
      "short_summary": "Creates and alters visual designs from natural language prompts and automates workflows, e.g., crawling the web for trending news and generating/scheduling soc…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public SaaS pricing for Canva is shown in the supplied context."
      },
      "home_niche": "design-ai-assistant",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "distribb",
      "name": "Distribb",
      "url": "https://distribb.io",
      "short_summary": "AI SEO platform with an autonomous agent that writes and publishes SEO articles, plans content calendars, builds backlinks, and executes marketing tasks on aut…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 97,
        "monthly_usd": 97,
        "headline": "From $97/mo",
        "summary": "From $97/mo. Distribb offers Pro at $97/month or $58/month billed yearly, and Accelerator at $495/month or $297/month billed yearly, with a 3-day free trial."
      },
      "home_niche": "seo-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "endless_mcp",
      "name": "Endless",
      "url": "https://endless.io",
      "short_summary": "social research, content creation, and social media management",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 23,
        "monthly_usd": 23,
        "headline": "Free tier, then from $23/mo",
        "summary": "Free tier, then from $23/mo. Endless offers a permanent free plan, paid monthly plans from $23/month, and custom Business pricing for larger teams."
      },
      "home_niche": "ai-workspace-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "markster",
      "name": "Markster",
      "url": "https://markster.ai/",
      "short_summary": "Operated growth platform that automates sales, marketing, and lead follow-up for service businesses. Runs outbound campaigns, content creation, and CRM workflo…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Markster does not display a verifiable public subscription price or plan on the supplied homepage and growth-plan page."
      },
      "home_niche": "outbound-sales-sdr",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "notion_social_media_agent",
      "name": "Notion Social Media Agent",
      "url": "https://www.notion.com/templates/social-media-manager-ai-agent",
      "short_summary": "configures a Notion AI Agent to suggest post ideas, build content calendars, and draft captions and post structures",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5.8,
        "headline": "From $5/mo",
        "summary": "From $5/mo. Notion offers a free plan, paid per-member monthly plans at €9.50 and €19.50, custom Enterprise pricing, usage-based AI agent credits, and the featured template for a one-time $5.00 purchase."
      },
      "home_niche": "social-media-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "opc_ren",
      "name": "Opc Ren",
      "url": "https://opc.ren",
      "short_summary": "AI agent that monitors social media conversations, drafts multilingual replies, generates custom customer pages, and tracks orders back to their source convers…",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "social-media-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "osmoda",
      "name": "Osmoda",
      "url": "https://spawn.os.moda",
      "short_summary": "Cloud-based AI agent platform that deploys autonomous agents to handle customer support, invoicing, content posting, and development tasks. Runs 24/7 with open…",
      "price": {
        "observed": false,
        "billing": "failed_to_load",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "ai-agent-integration-platform",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/content-operations",
  "summary": {
    "niche": "content-operations",
    "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 · Pro median $59/mo (10 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 10,
          "reliability": "medium",
          "median": 59,
          "p25": 23.27,
          "p75": 72.75,
          "status": "ok"
        },
        {
          "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": 8,
          "reliability": "medium",
          "median": 14.5,
          "p25": 10,
          "p75": 19.25,
          "status": "ok"
        },
        {
          "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": 6,
          "reliability": "medium",
          "median": 69,
          "p25": 53.5,
          "p75": 92,
          "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": 6,
          "reliability": "medium",
          "median": 164,
          "p25": 116.9,
          "p75": 236.5,
          "status": "ok"
        },
        {
          "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": 397,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": [
            15,
            25
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "content-operations"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/content-operations",
    "counts": {
      "listings_with_price_capture": 68,
      "listings_with_observed_public_price": 33,
      "providers_with_numeric_monthly_price_latest_scan": 27,
      "like_for_like_comparable_pairs": 26
    },
    "movement": {
      "d": {
        "published": true,
        "value_pct": -2.9,
        "driver": "sprites_ai's \"Build\" $149→$98 (-34%)"
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 17,
        "provider_count": 10,
        "plan_observation_count": 10,
        "data_confidence": 0.77,
        "data_confidence_basis": {
          "provider_component": 0.83,
          "observation_component": 0.5,
          "provider_count": 10,
          "plan_observation_count": 10
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "vibemarketing",
            "usd": 9
          },
          {
            "provider": "deepwriter_mcp",
            "usd": 10
          },
          {
            "provider": "ssded",
            "usd": 10
          },
          {
            "provider": "qqqqw",
            "usd": 10
          },
          {
            "provider": "fetra_ai",
            "usd": 15
          },
          {
            "provider": "builtwritten",
            "usd": 19
          },
          {
            "provider": "omnflow",
            "usd": 19
          },
          {
            "provider": "shipstar",
            "usd": 20
          },
          {
            "provider": "bono_ai",
            "usd": 25
          },
          {
            "provider": "niche",
            "usd": 39
          }
        ],
        "p25": 10,
        "p75": 19.75
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 61.5,
        "provider_count": 16,
        "plan_observation_count": 25,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 16,
          "plan_observation_count": 25
        },
        "reliability": "high",
        "members": [
          {
            "provider": "ghost_publisher_mcp",
            "usd": 7
          },
          {
            "provider": "misarblog_mcp",
            "usd": 9.99
          },
          {
            "provider": "vibecom",
            "usd": 20
          },
          {
            "provider": "linkpulse",
            "usd": 33.06
          },
          {
            "provider": "orphiq",
            "usd": 37
          },
          {
            "provider": "bono_ai",
            "usd": 50
          },
          {
            "provider": "growth_calendar",
            "usd": 59
          },
          {
            "provider": "omnflow",
            "usd": 59
          },
          {
            "provider": "templateson",
            "usd": 64
          },
          {
            "provider": "marcora",
            "usd": 69
          },
          {
            "provider": "builtwritten",
            "usd": 74
          },
          {
            "provider": "fetra_ai",
            "usd": 74
          },
          {
            "provider": "bizbuilder",
            "usd": 79
          },
          {
            "provider": "sprites_ai",
            "usd": 98
          },
          {
            "provider": "ziflow_reviewai",
            "usd": 264
          },
          {
            "provider": "cakesmash_mcp",
            "usd": 8000
          }
        ],
        "p25": 36.02,
        "p75": 75.25
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 199,
        "provider_count": 9,
        "plan_observation_count": 16,
        "data_confidence": 0.76,
        "data_confidence_basis": {
          "provider_component": 0.75,
          "observation_component": 0.8,
          "provider_count": 9,
          "plan_observation_count": 16
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "misarblog_mcp",
            "usd": 39.99
          },
          {
            "provider": "linkpulse",
            "usd": 112.86
          },
          {
            "provider": "bono_ai",
            "usd": 120
          },
          {
            "provider": "omnflow",
            "usd": 129
          },
          {
            "provider": "niche",
            "usd": 199
          },
          {
            "provider": "marcora",
            "usd": 249
          },
          {
            "provider": "marketing_mcp",
            "usd": 374
          },
          {
            "provider": "orphiq",
            "usd": 397
          },
          {
            "provider": "lane",
            "usd": 1000
          }
        ],
        "p25": 120,
        "p75": 374
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 15.5,
        "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": "ghost_publisher_mcp",
            "usd": 7
          },
          {
            "provider": "shipstar",
            "usd": 24
          }
        ]
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 3585,
        "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": "sprites_ai",
            "usd": 670
          },
          {
            "provider": "cakesmash_mcp",
            "usd": 6500
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 68,
      "listings_with_observed_public_price": 33,
      "normalized_observations": 56,
      "comparable_providers": 25,
      "strict_cohorts": 5,
      "exclusion_reasons": {
        "usage_not_monthly": 3,
        "free_or_zero": 5,
        "ambiguous_cadence": 11,
        "promo": 2,
        "one_time": 4
      }
    },
    "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": {
      "usage_not_monthly": 3,
      "free_or_zero": 5,
      "ambiguous_cadence": 11,
      "promo": 2,
      "one_time": 4
    },
    "billing_mix": {
      "usage": 1,
      "subscription": 6,
      "freemium": 20,
      "free": 3,
      "contact_sales": 2,
      "one-time": 1
    },
    "free_tier_share": 0.7,
    "top_providers": [
      {
        "agent_id": "bizbuilder",
        "name": "BizBuilder",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 79,
          "monthly_usd": 79,
          "headline": "Free tier, then from $79/mo",
          "summary": "Free tier, then from $79/mo. BizBuilder AI offers a free Probe plan and a $79/month Cohort subscription with continuous execution and additional analytics and integrations."
        },
        "observed": true
      },
      {
        "agent_id": "builtwritten",
        "name": "Built&Written",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "From $19/mo",
          "summary": "From $19/mo. Built&Written offers three subscription plans from $19/month monthly or $15/month when billed annually, with book-generation limits and features increasing by tier."
        },
        "observed": true
      },
      {
        "agent_id": "content_distribution_mcp",
        "name": "content-distribution-mcp",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Content Distribution MCP is publicly offered for free under an MIT license, with no monthly billing period stated."
        },
        "observed": true
      },
      {
        "agent_id": "contentful_mcp_graphql",
        "name": "Contentful GraphQL Server",
        "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": "doomscrollr_mcp",
        "name": "DOOMSCROLLR",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "The homepage indicates that DOOMSCROLLR offers a free account with API key access, but does not show paid plan pricing."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "content-operations"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "content-operations",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "bizbuilder"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "bizbuilder"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}