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Content Operations

Query this niche via MCPmarket_report({ query: "Content Operations", response_mode: "summary" })
active marketmarket pulse 42/100commercial money present1 new builders in 30d71 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$66/mo
$37–$397 middle half · 9 providers · median of every priced plan point, all tiers
MCP servers · median
$59/mo
$20–$79 middle half · 14 providers · median of every priced plan point, all tiers

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $66
Lyzr Ai Marketing · $8
Fetra Ai · $15
Bono Ai · $25
orphiq · $37
Bono Ai · $50
templateson · $64
Sprites Ai · $66
Fetra Ai · $74
Ziflow Reviewai · $264
orphiq · $397
lane · $1,000
Sprites Ai · $670
Tugan Ai · $2,274
MCP servers $59
omnflow · $19
builtwritten · $19
shipstar · $20
viraldecoder · $23
Profanity Api · $5
Misarblog Mcp · $10
niche · $12
vibecom · $20
linkpulse · $33
webinarignition · $49
omnflow · $59
Growth Calendar · $59
marcora · $69
builtwritten · $74
bizbuilder · $79
viraldecoder · $86
Misarblog Mcp · $40
vibecom · $60
linkpulse · $113
omnflow · $129
marcora · $249
Marketing Mcp · $374
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Content Operations (latest observation 2026-10-24T03:49:56.740Z). 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
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  "parent_sector": "sales-marketing-revops",
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    "slug": "content-operations",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 27.91,
      "p25": 19,
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      "providers": 25
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    "by_provider_type": {
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        "publishable": true,
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      "mcp": {
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        "p75": 36.5,
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        "publishable": true,
        "confidence": "normal"
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    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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  "crowding_level": "emerging",
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              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Authority (annual billing)",
              "price": "$79/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "From $19/mo; $15/mo equivalent billed annually",
        "summary": "From $19/mo; $15/mo equivalent billed annually. 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": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "content-distribution-mcp",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. 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": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. 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": {
        "commercial": {
          "entry_offer": {
            "line": "FOUNDER RATE",
            "monthly_native": 24.92,
            "monthly_usd": 27.91,
            "commitment": "annual",
            "basis": "€299/year (annual commitment) = €24.92/month equivalent"
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-24"
          ],
          "lines": [
            {
              "name": "WORDPRESS (FREE)",
              "price": "€0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "€29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "PRO (annual billing)",
              "price": "€299/year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "AGENCY",
              "price": "€99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "AGENCY (annual billing)",
              "price": "€990/year billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "FOUNDER RATE",
              "price": "€299/year",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 27.91,
        "monthly_usd": 27.91,
        "headline": "Free plan; paid from €24.92/mo (annual commitment)",
        "summary": "Free plan; paid from €24.92/mo (annual commitment). LinkPulse offers a permanent free WordPress plan, Pro at €29/month, Agency at €99/month, and a limited Founder Rate at €299/year locked for two years."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Connect",
            "monthly_native": 39,
            "monthly_usd": 39,
            "commitment": "monthly",
            "basis": "$39/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 / mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Connect",
              "price": "$39 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Compass",
              "price": "$99 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Command",
              "price": "$249 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "Free plan; paid from $39/mo",
        "summary": "Free plan; paid 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": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 12,
            "monthly_usd": 12,
            "commitment": "monthly",
            "basis": "$12/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Pro (annual billing)",
            "monthly_equivalent_native": 10,
            "total_native": 120
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$12 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$10/mo billed annually ($120/year)",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 12,
        "monthly_usd": 12,
        "headline": "Free plan; paid from $12/mo; $10/mo equivalent billed annually",
        "summary": "Free plan; paid from $12/mo; $10/mo equivalent billed annually. NicheAngle offers a permanent free weekly-email plan and a Pro plan at $12 per month, or $120 per year with two months free."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Growth",
            "monthly_native": 15,
            "monthly_usd": 15,
            "commitment": "monthly",
            "basis": "$15 per seat/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 FOREVER",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Growth",
              "price": "$15 PER SEAT / MONTH",
              "kind": "base_subscription",
              "unit": "seat",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "CUSTOM PRICING",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 15,
        "monthly_usd": 15,
        "headline": "Free plan; paid from $15/mo ($15 per seat/month × 1)",
        "summary": "Free plan; paid from $15/mo ($15 per seat/month × 1). 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 pricing for Canva or its AI services is shown in the supplied article content."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 97,
            "monthly_usd": 97,
            "commitment": "monthly",
            "basis": "$97/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Pro (annual billing)",
            "monthly_equivalent_native": 79,
            "total_native": 948
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Pro",
              "price": "$97/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$79/month billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Accelerator",
              "price": "$990/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Accelerator (annual billing)",
              "price": "$399/month billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 97,
        "monthly_usd": 97,
        "headline": "From $97/mo; $79/mo equivalent billed annually",
        "summary": "From $97/mo; $79/mo equivalent billed annually. Distribb offers Pro at $97/month or $79/month billed yearly, and Accelerator at $495/month or $399/month billed yearly."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Hobby",
            "monthly_native": 23,
            "monthly_usd": 23,
            "commitment": "monthly",
            "basis": "$23/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual Save about 20% on an\" 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 about 20% on an\" 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",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Hobby",
              "price": "$23 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Basic",
              "price": "$49 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 23,
        "monthly_usd": 23,
        "headline": "Free plan; paid from $23/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $23/mo (billing period unverified: page has a Monthly/Annual toggle). Endless offers a free tier, three fixed monthly workspace plans from $23 to $99, and custom Business pricing."
      },
      "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": {
        "commercial": {
          "entry_offer": {
            "line": "Plus",
            "monthly_native": 9.5,
            "monthly_usd": 10.64,
            "commitment": "monthly",
            "basis": "€9.5 per member/month × 1",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Pay monthly Pay yearly Save up to 20% with\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "EUR",
          "notes": [
            "add-on / component (not a whole-product price): Custom AI agents $10 per 1,000 monthly Notion credits — whether a paid base plan is required is not stated",
            "other prices: Social Media Manager AI Agent template $5.00 (one-time)",
            "prices in USD/EUR as published; USD figures are conversions at 2026-10-24",
            "billing period unverified: the pricing page has a \"Pay monthly Pay yearly Save up to 20% with\" 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": "Social Media Manager AI Agent template",
              "price": "$5.00",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Free",
              "price": "€0 per member / month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Plus",
              "price": "€9.50 per member / month",
              "kind": "base_subscription",
              "unit": "member",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "€19.50 per member / month",
              "kind": "base_subscription",
              "unit": "member",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom pricing",
              "kind": "custom"
            },
            {
              "name": "Custom AI agents",
              "price": "$10 per 1,000 monthly Notion credits",
              "kind": "add_on",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10.64,
        "monthly_usd": 10.64,
        "headline": "Free plan; paid from €9.5/mo (€9.5 per member/month × 1) (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from €9.5/mo (€9.5 per member/month × 1) (billing period unverified: page has a Monthly/Annual toggle). Notion offers a free tier, paid member-based plans from €9.50 per month, custom enterprise pricing, usage-based AI credits, and a separate $5 one-time template purchase."
      },
      "home_niche": "social-media-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "palmier",
      "name": "Palmier",
      "url": "https://palmier.io/",
      "short_summary": "generates and edits AI videos within a professional video editor timeline",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 49,
            "monthly_usd": 49,
            "commitment": "monthly",
            "basis": "$49/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$49/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Max",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Talk to us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free plan; paid from $49/mo",
        "summary": "Free plan; paid from $49/mo. Palmier offers a permanent free plan, Pro at $49/mo and Max at $99/mo with limited-time discounted prices shown, while Enterprise requires contacting sales."
      },
      "home_niche": "ai-video-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "point_eight",
      "name": "Point Eight",
      "url": "https://pointeight.ai",
      "short_summary": "Agent-native product company building AI agents designed as participants with memory and character. Offers Pipora (content workflow creation) and VibeScout (ag…",
      "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-orchestration-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 $54/mo (12 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": 12,
          "reliability": "high",
          "median": 54,
          "p25": 18,
          "p75": 70.25,
          "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": 65,
          "p25": 53.5,
          "p75": 72,
          "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": 120.93,
          "p25": 73.22,
          "p75": 219,
          "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": 4,
          "reliability": "low",
          "median": 19.5,
          "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": 3,
          "reliability": "low",
          "median": 15,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            397,
            1000
          ]
        },
        {
          "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": [
            670,
            2273.73
          ]
        }
      ],
      "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": 71,
      "listings_with_observed_public_price": 34,
      "providers_with_numeric_monthly_price_latest_scan": 24,
      "like_for_like_comparable_pairs": 24
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 19,
        "provider_count": 7,
        "plan_observation_count": 7,
        "data_confidence": 0.54,
        "data_confidence_basis": {
          "provider_component": 0.58,
          "observation_component": 0.35,
          "provider_count": 7,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "lyzr_ai_marketing",
            "usd": 8.33
          },
          {
            "provider": "fetra_ai",
            "usd": 15
          },
          {
            "provider": "builtwritten",
            "usd": 19
          },
          {
            "provider": "omnflow",
            "usd": 19
          },
          {
            "provider": "shipstar",
            "usd": 20
          },
          {
            "provider": "viraldecoder",
            "usd": 22.8
          },
          {
            "provider": "bono_ai",
            "usd": 25
          }
        ],
        "p25": 17,
        "p75": 21.4
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 59,
        "provider_count": 18,
        "plan_observation_count": 28,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 18,
          "plan_observation_count": 28
        },
        "reliability": "high",
        "members": [
          {
            "provider": "profanity_api",
            "usd": 5
          },
          {
            "provider": "misarblog_mcp",
            "usd": 9.99
          },
          {
            "provider": "niche",
            "usd": 12
          },
          {
            "provider": "vibecom",
            "usd": 20
          },
          {
            "provider": "linkpulse",
            "usd": 33.06
          },
          {
            "provider": "orphiq",
            "usd": 37
          },
          {
            "provider": "webinarignition",
            "usd": 49
          },
          {
            "provider": "bono_ai",
            "usd": 50
          },
          {
            "provider": "growth_calendar",
            "usd": 59
          },
          {
            "provider": "omnflow",
            "usd": 59
          },
          {
            "provider": "templateson",
            "usd": 64
          },
          {
            "provider": "sprites_ai",
            "usd": 66
          },
          {
            "provider": "marcora",
            "usd": 69
          },
          {
            "provider": "fetra_ai",
            "usd": 74
          },
          {
            "provider": "builtwritten",
            "usd": 74
          },
          {
            "provider": "bizbuilder",
            "usd": 79
          },
          {
            "provider": "viraldecoder",
            "usd": 85.5
          },
          {
            "provider": "ziflow_reviewai",
            "usd": 264
          }
        ],
        "p25": 34.05,
        "p75": 72.75
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 189,
        "provider_count": 8,
        "plan_observation_count": 14,
        "data_confidence": 0.67,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.7,
          "provider_count": 8,
          "plan_observation_count": 14
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "misarblog_mcp",
            "usd": 39.99
          },
          {
            "provider": "vibecom",
            "usd": 60
          },
          {
            "provider": "linkpulse",
            "usd": 112.86
          },
          {
            "provider": "omnflow",
            "usd": 129
          },
          {
            "provider": "marcora",
            "usd": 249
          },
          {
            "provider": "marketing_mcp",
            "usd": 374
          },
          {
            "provider": "orphiq",
            "usd": 397
          },
          {
            "provider": "lane",
            "usd": 1000
          }
        ],
        "p25": 99.65,
        "p75": 379.75
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 1471.87,
        "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": "sprites_ai",
            "usd": 670
          },
          {
            "provider": "tugan_ai",
            "usd": 2273.73
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 71,
      "listings_with_observed_public_price": 34,
      "normalized_observations": 54,
      "comparable_providers": 24,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "ambiguous_cadence": 10,
        "promo": 3,
        "one_time": 4,
        "free_or_zero": 2
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 10,
      "promo": 3,
      "one_time": 4,
      "free_or_zero": 2
    },
    "billing_mix": {
      "freemium": 20,
      "subscription": 5,
      "free": 6,
      "contact_sales": 2,
      "one-time": 1
    },
    "free_tier_share": 0.76,
    "top_providers": [
      {
        "agent_id": "bizbuilder",
        "name": "BizBuilder",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Cohort",
              "monthly_native": 79,
              "monthly_usd": 79,
              "commitment": "monthly",
              "basis": "$79/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Probe",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Cohort",
                "price": "$79/month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 79,
          "monthly_usd": 79,
          "headline": "Free plan; paid from $79/mo",
          "summary": "Free plan; paid 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": {
          "commercial": {
            "entry_offer": {
              "line": "Author",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Author (annual billing)",
              "monthly_equivalent_native": 15,
              "total_native": 180
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Author",
                "price": "$19/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Author (annual billing)",
                "price": "$15/mo billed yearly",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Entrepreneur",
                "price": "$49/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Entrepreneur (annual billing)",
                "price": "$24.75/mo billed yearly",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Authority",
                "price": "$99/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Authority (annual billing)",
                "price": "$79/mo billed yearly",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "From $19/mo; $15/mo equivalent billed annually",
          "summary": "From $19/mo; $15/mo equivalent billed annually. 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": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "content-distribution-mcp",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. 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": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "0USD",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. 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"
      }
    ]
  }
}
Full market

31 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
BBizBuilderAI growth copilot that handles marketing labor across paid ads, SEO, AEO, MCP discoverability, and community placements for solo founders
mcp$79from / mo33.9% above100% livemcp33.9% above median100% live
Built&Writtenmanages non-fiction book writing projects including chapters, structure, content generation, and KDP export
mcp$19from / mo67.8% below100% livemcp67.8% below median100% live
content-distribution-mcpdistributes content across 8+ developer-community channels with platform-specific adaptation
mcpFreefree to use—100% livemcp100% live
DOOMSCROLLRbuilds owned-audience websites with pages, posts, products, subscribers, capture, RSS/Pinterest integration, ShopMy/Shopify imports, tickets, memberships, and…
mcpFreefree to use—100% livemcp100% live
linkpulsemonitors affiliate links across websites, detects broken links, tracks revenue per article/link, and provides AI-powered replacement suggestions
mcp$27.91from / mo52.7% below100% livemcp52.7% below median100% live
marcoracreates on-brand marketing content using intelligent context infrastructure
mcp$39from / mo33.9% below100% livemcp33.9% below median100% live
NicheEditorial intelligence for creators - reads primary sources, discovers emerging stories, ranks angles, and turns signal into publishable platform-native content
mcp$12from / mo79.7% below100% livemcp79.7% below median100% live
Content AgentRuns content operations at scale: bulk edits, content audits, gap analysis, transforming source material into articles, editing visuals, and web research, all…
mcp$15from / mo74.6% below100% livemcp74.6% below median100% live
VibecomAI marketing agent that turns codebase and development context into content marketing across multiple platforms
mcp$20from / mo66.1% below100% livemcp66.1% below median100% live
Growth CalendarPlan, schedule and generate SEO articles on a content calendar. Ask your agent to show what is scheduled this month, plan a topic cluster, move or retitle a p…
mcp$29from / mo50.8% below100% livemcp50.8% below median100% live
Luminary LaneActs as an autonomous AI Chief Marketing Officer that discovers optimal marketing channels, extracts brand DNA, generates on-brand content, and orchestrates mu…
agent$100from / mo69.5% above100% liveagent69.5% above median100% live
Lyzr Ai Marketingautomates marketing campaigns including content creation, SEO, social media management, campaign management, and analytics
agent$8333.33from / mo14024.3% above100% liveagent14024.3% above median100% live
Misar.Blog MCP ServerPublish and manage blog posts, articles, and series on Misar.Blog directly from your AI agent
mcp$9.99from / mo83.1% below100% livemcp83.1% below median100% live
OmnflowOmnflow is an AI-powered content repurposing tool built for creators, marketers, and founders who publish across multiple platforms. The Omnflow MCP server giv…
mcp$19from / mo67.8% below100% livemcp67.8% below median100% live
PProfanityFind and censor English swear words in text, including disguised spellings like f.u.c.k, sh1t and fuuuck, with each match's position and a censored copy. This…
mcp$5from / mo91.5% below100% livemcp91.5% below median100% live
ShipstarAutomated product marketing over MCP. Connect a Shipstar project and turn shipped code into marketing content: generate changelogs, blog posts, KB articles, re…
mcp$20from / mo66.1% below100% livemcp66.1% below median100% live
SpritesRuns and optimizes paid ad campaigns (Google, Meta, LinkedIn, TikTok, Reddit) and SEO end to end—planning, launching, creative generation, research, and optimi…
agent$66from / mo11.9% above100% liveagent11.9% above median100% live
ViraldecoderViral video analyzer for content creators. Share a link to a public Instagram Reel, YouTube Short or TikTok and get the opening hook and its score, why the vid…
mcp$22.40from / mo62% below100% livemcp62% below median100% live
WebinarignitionBuild or create a webinar from chat: registration page, invitation emails, evergreen funnel. Built for anyone who wants to create a webinar and needs the pages…
mcp$49from / mo16.9% below100% livemcp16.9% below median100% live
Zero SlopZero Slop edits AI-assisted writing. Paste a draft to cut stock phrases and repetition, improve grammar and flow, and compare the result with your original. Th…
mcpFreefree to use—100% livemcp100% live
Bono AiAI content strategist that converts conversations into blog posts, social content, and newsletters. Designed for executives, consultants, and founders to strea…
agent$25from / mo57.6% below100% liveagent57.6% below median100% live
Fetra AiAI growth team platform providing specialized AI employees for social media management, SEO content creation, ad optimization, lead generation, and video produ…
agent$15from / mo74.6% below100% liveagent74.6% below median100% live
MarketingAn MCP server that connects Uplifted’s creative library, asset metadata, boards, and live advertising performance data to AI clients such as Claude and ChatGPT…
mcp$249from / mo322% above100% livemcp322% above median100% live
Md2wechatCLI tool for AI agents to create and publish WeChat Official Account content. Converts Markdown to WeChat-formatted drafts with styling, covers, titles, and AP…
agentFree tierpaid plans vary—100% liveagent100% live
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.