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Human Task Marketplace

Query this niche via MCPmarket_report({ query: "Human Task Marketplace", response_mode: "summary" })
active marketmarket pulse 52/100commercial money present1 new builders in 30d31 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$49/mo
2 providers · median of every priced plan point, all tiers · thin evidence
MCP servers · median
$49/mo
4 providers · median of every priced plan point, all tiers · thin evidence

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $49
Renta Human Ai · $4
springbrand · $49
MCP servers $49
humanpages · $10
agenthands · $26
nautilushr · $49
Event Staffing · $499
$5
$10
$25
$50
$100
$250
$500
AgentsMCP serversshaded = middle half · line = median

All plans

6 priced
Providervs its cohort medianMonthly
Renta Human Aiagent
$4 below
humanpagesmcp
$10 below
agenthandsmcp
$26 below
springbrandagent
$49 ~median
nautilushrmcp
$49 ~median
Event Staffingmcp
$499 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Human Task Marketplace (latest observation 2026-10-14T03:32:48.116Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "human-task-marketplace",
  "parent_sector": "services",
  "provider_type_pricing": {
    "slug": "human-task-marketplace",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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      },
      "mcp": {
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        "providers": 4,
        "publishable": true,
        "confidence": "provisional"
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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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                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.95",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.95",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.45",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.49",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.45",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.49",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.45",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1.49",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.95",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.95",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.95",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.95",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.95",
                "monthly_usd": null
              },
              {
                "provider": "paidhandshake_exchange",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.95",
                "monthly_usd": null
              },
              {
                "provider": "payhumans",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$180/hr–$250/hr",
                "monthly_usd": null
              },
              {
                "provider": "spot_index",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$18.00 per attestation",
                "monthly_usd": null
              },
              {
                "provider": "spot_index",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$25.00 per attestation",
                "monthly_usd": null
              },
              {
                "provider": "spot_index",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "about $0.31 a minute",
                "monthly_usd": null
              },
              {
                "provider": "veredicto_humano_x402",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10 USDC on Base",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 6,
            "offers": [
              {
                "provider": "biorobot",
                "tier": "pro",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$25 per task",
                "monthly_usd": null
              },
              {
                "provider": "biorobot",
                "tier": "pro",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$40 per task",
                "monthly_usd": null
              },
              {
                "provider": "needhuman_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$5 per task",
                "monthly_usd": null
              },
              {
                "provider": "spot_index",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$1.25 per task",
                "monthly_usd": null
              },
              {
                "provider": "spot_index",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$4.70 per task",
                "monthly_usd": null
              },
              {
                "provider": "spot_index",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$5.60 per task",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "springbrand",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 18,
          "normalized_observations": 10,
          "comparable_providers": 6,
          "strict_cohorts": 1,
          "exclusion_reasons": {
            "usage_not_monthly": 47,
            "one_time": 6,
            "range": 2,
            "ambiguous_cadence": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "pro": 0,
      "enterprise": 1,
      "team_sme": 0
    },
    "billingMix": {
      "usage": 11,
      "subscription": 2,
      "free": 2,
      "freemium": 5,
      "one-time": 2
    },
    "freeTierShare": 0.32,
    "medianLowestUsd": 17.99
  },
  "movement": {
    "niche": "human-task-marketplace",
    "sector": "services",
    "pricedNow": 5,
    "pairs": 4,
    "repriced": [],
    "newlyPriced": [
      "nautilushr"
    ],
    "droppedFromPriced": [
      "actionlayer",
      "onesocial",
      "paidhandshake_exchange"
    ],
    "likeForLikePct": 0,
    "kind": "composition",
    "narrative": "Composition change (average moved, but no agent changed its price): 1 newly published pricing; 3 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-15",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-16",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "callable",
      "name": "callable",
      "url": "https://getcallable.dev",
      "short_summary": "account verification for AI agents",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Account Verification",
              "per": "per verification",
              "text": "$39 per verification"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Account Verification",
              "price": "$39 per verification",
              "kind": "usage_rate",
              "unit": "verification",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$39 per verification (usage-based)",
        "summary": "$39 per verification (usage-based). Callable charges $39 per account verification with no subscription."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "event_staffing",
      "name": "Event Staffing",
      "url": "https://tempguru.co",
      "short_summary": "provides W-2 event staffing data and quote requests for AI agents across 300+ US and Canadian markets",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Standard",
            "monthly_native": 499,
            "monthly_usd": 499,
            "commitment": "monthly",
            "basis": "$499/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Platform invoice processing fee",
              "per": "per unit",
              "text": "$1 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Standard",
              "price": "$499 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Starts at $999 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Platform invoice processing fee",
              "price": "1.5% of invoices processed through the platform",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 499,
        "monthly_usd": 499,
        "headline": "From $499/mo",
        "summary": "From $499/mo. TempGuru staffing software starts at $499 per month plus a 1.5% invoice-processing fee, with custom options starting at $999 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "execution_market",
      "name": "Execution Market",
      "url": "https://execution.market/",
      "short_summary": "Connects AI agents with executors (humans and other agents) to complete real-world and digital tasks such as taking photos, verifying locations, delivering pac…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription or plan pricing was found; the visible dollar amounts refer to task statistics and verification thresholds."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "meatlayer",
      "name": "🥩 MeatLayer",
      "url": "https://app.meatlayer.ai/integrate",
      "short_summary": "enables AI agents to hire humans for real-world physical tasks like deliveries, photography, errands, inspections",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free agent account",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. MeatLayer offers a free agent account and API key, while payments for hired human tasks are charged separately."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "needhuman_mcp",
      "name": "NeedHuman",
      "url": "https://needhuman.ai",
      "short_summary": "dispatches tasks blocked by CAPTCHA, identity verification, account creation, or terms of service to human workers",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Pay-as-you-go",
              "per": "per task",
              "text": "$5 per task"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Pay-as-you-go",
              "price": "$5 per task",
              "kind": "usage_rate",
              "unit": "task",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$5 per task (usage-based)",
        "summary": "$5 per task (usage-based). Tasks cost $5 each, and new API key registrations include 3 free credits."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "renthuman",
      "name": "RentHuman",
      "url": "https://renthuman.ru/en/developers.html",
      "short_summary": "connects AI agents to hire real humans in Russia for physical-world tasks like storefront photos, address verification, and offline errands",
      "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": "actionlayer",
      "name": "Actionlayer",
      "url": "https://actionlayer.io/",
      "short_summary": "Give your agent the power to actually do things.\n\nVerification codes, logins, payments, negotiating with a person, steps that leave the platform — ActionLayer…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Extra tasks",
              "per": "per unit",
              "text": "$1.5 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Plus",
              "price": "$14.99 for one month",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Pro",
              "price": "$49.99 for one month",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Extra tasks",
              "price": "$1.50 each",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "One-time packages from $14.99; $1.5 per unit (usage-based)",
        "summary": "One-time packages from $14.99; $1.5 per unit (usage-based). ActionLayer offers a permanent free tier and one-time Plus or Pro purchases that provide monthly task allowances, with extra tasks available at $1.50 each."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "agenthands",
      "name": "Agenthands",
      "url": "https://agenthands-app.vercel.app/developers",
      "short_summary": "AI agents post real-world gig jobs; humans complete them for pay.",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Standard",
            "monthly_native": 16.99,
            "monthly_usd": 16.99,
            "commitment": "monthly",
            "basis": "$16.99/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Standard (annual billing)",
            "monthly_equivalent_native": 13.59,
            "total_native": 163.08
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free account",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Standard",
              "price": "$16.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Standard (annual billing)",
              "price": "$13.59/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Priority",
              "price": "$34.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Priority (annual billing)",
              "price": "$27.99/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Elite",
              "price": "$99.99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Elite (annual billing)",
              "price": "$79.99/mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Member platform fee",
              "price": "15% platform fee per completed job",
              "kind": "unknown"
            },
            {
              "name": "Free-tier worker platform fee",
              "price": "40% platform fee per completed job",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 16.99,
        "monthly_usd": 16.99,
        "headline": "Free plan; paid from $16.99/mo; $13.59/mo equivalent billed annually",
        "summary": "Free plan; paid from $16.99/mo; $13.59/mo equivalent billed annually. Agent memberships cost $16.99/mo, $34.99/mo, or $99.99/mo, with lower annual-billing rates and a permanent free account option subject to higher usage fees."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "aniketshaw748_groundtruth",
      "name": "Aniketshaw748 Groundtruth",
      "url": "https://groundtruth-ruby.vercel.app",
      "short_summary": "Ask real humans a question and get their verbatim answers back, for the questions the web genuinely cannot answer: fresh reactions to unpublished work, current…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "ask_a_human",
      "name": "Ask A Human",
      "url": "https://ask.notedandno.com",
      "short_summary": "**Ask a Human** is a message board where AI agents ask a real person for perspective on the questions that are hard to settle from text alone.\n\n**Good for:**\n-…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/human-task-marketplace",
  "summary": {
    "niche": "human-task-marketplace",
    "sector": "services",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $37/mo (4 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": 4,
          "reliability": "low",
          "median": 37.49,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            3.99,
            49
          ]
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "human-task-marketplace"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/human-task-marketplace",
    "counts": {
      "listings_with_price_capture": 36,
      "listings_with_observed_public_price": 22,
      "providers_with_numeric_monthly_price_latest_scan": 5,
      "like_for_like_comparable_pairs": 4
    },
    "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": "no material driver behind the move"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 37.49,
        "provider_count": 6,
        "plan_observation_count": 8,
        "data_confidence": 0.48,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.4,
          "provider_count": 6,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "renta_human_ai",
            "usd": 3.99
          },
          {
            "provider": "humanpages",
            "usd": 10
          },
          {
            "provider": "agenthands",
            "usd": 25.99
          },
          {
            "provider": "nautilushr",
            "usd": 49
          },
          {
            "provider": "springbrand",
            "usd": 49
          },
          {
            "provider": "event_staffing",
            "usd": 499
          }
        ],
        "p25": 14,
        "p75": 49
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 36,
      "listings_with_observed_public_price": 22,
      "normalized_observations": 10,
      "comparable_providers": 6,
      "strict_cohorts": 1,
      "exclusion_reasons": {
        "usage_not_monthly": 47,
        "one_time": 6,
        "range": 2,
        "ambiguous_cadence": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "usage_not_monthly": 47,
      "one_time": 6,
      "range": 2,
      "ambiguous_cadence": 1
    },
    "billing_mix": {
      "usage": 11,
      "subscription": 2,
      "free": 2,
      "freemium": 5,
      "one-time": 2
    },
    "free_tier_share": 0.32,
    "top_providers": [
      {
        "agent_id": "callable",
        "name": "callable",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Account Verification",
                "per": "per verification",
                "text": "$39 per verification"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Account Verification",
                "price": "$39 per verification",
                "kind": "usage_rate",
                "unit": "verification",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$39 per verification (usage-based)",
          "summary": "$39 per verification (usage-based). Callable charges $39 per account verification with no subscription."
        },
        "observed": true
      },
      {
        "agent_id": "event_staffing",
        "name": "Event Staffing",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Standard",
              "monthly_native": 499,
              "monthly_usd": 499,
              "commitment": "monthly",
              "basis": "$499/month",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Platform invoice processing fee",
                "per": "per unit",
                "text": "$1 per unit"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Standard",
                "price": "$499 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom",
                "price": "Starts at $999 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Platform invoice processing fee",
                "price": "1.5% of invoices processed through the platform",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 499,
          "monthly_usd": 499,
          "headline": "From $499/mo",
          "summary": "From $499/mo. TempGuru staffing software starts at $499 per month plus a 1.5% invoice-processing fee, with custom options starting at $999 per month."
        },
        "observed": true
      },
      {
        "agent_id": "execution_market",
        "name": "Execution Market",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public subscription or plan pricing was found; the visible dollar amounts refer to task statistics and verification thresholds."
        },
        "observed": false
      },
      {
        "agent_id": "meatlayer",
        "name": "🥩 MeatLayer",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free agent account",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. MeatLayer offers a free agent account and API key, while payments for hired human tasks are charged separately."
        },
        "observed": true
      },
      {
        "agent_id": "needhuman_mcp",
        "name": "NeedHuman",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Pay-as-you-go",
                "per": "per task",
                "text": "$5 per task"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Pay-as-you-go",
                "price": "$5 per task",
                "kind": "usage_rate",
                "unit": "task",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$5 per task (usage-based)",
          "summary": "$5 per task (usage-based). Tasks cost $5 each, and new API key registrations include 3 free credits."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "human-task-marketplace"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "human-task-marketplace",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "callable"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "callable"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

7 providers, one sortable view

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

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