~ · home · developer-tools-infra workflow-automation-platform · 94

Workflow Automation Platform

Query this niche via MCPniche_report({ niche: "workflow-automation-platform" })
active marketmarket pulse 46/100commercial money present0 new builders in 30d94 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$58/mo
$20–$149 middle half · 24 providers
MCP servers · median
$39/mo
$16–$56 middle half · 6 providers
1.5×

Agents cost 1.5× MCPs across all tiers — median $58 vs $39. Two different markets; a blended figure would mislead either buyer.

All plansAgents vs MCPs

each dot = one provider · log scale
Agents $58
triggerdotdev · $8
tallyfy · $8
flowdrop · $9
Abacus Ai Workflows · $10
Ceacle Pipeline · $11
clawemail · $15
floatboat · $17
Uplizd Ai · $17
runner · $19
Streamline Your Operations The · $20
Arahi Ai Agent For Workflow · $49
thinkautomation · $84
dronahq · $100
thinkautomation · $0
flowdrop · $9
zapier · $20
Abacus Ai Workflows · $20
Pinkfish Ai · $20
tallyfy · $25
loopa · $30
happycapy · $50
triggerdotdev · $50
Ceacle Pipeline · $51
agently · $58
Uplizd Ai · $67
runner · $75
floatboat · $120
dagu · $150
Workflow Agent Cloudinary · $157
Arahi Ai Agent For Workflow · $349
Atomicwork Ai Workflow Engine · $2,083
dagu · $50
flowdrop · $59
zapier · $69
Pinkfish Ai · $99
Streamline Your Operations The · $99
Arahi Ai Agent For Workflow · $149
agently · $166
runner · $200
moxo · $500
dronahq · $1,000
runner · $1,000
Humming Agent · $1,500
openops · $1,750
MCP servers $39
donethat · $6
Railpush Mcp · $7
wrike · $10
flowatch · $22
blooio · $39
donethat · $16
rube1 · $29
Railpush Mcp · $39
flowatch · $56
blooio · $89
flowatch · $101
blooio · $109
$5
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median

All plans

56 priced
Providervs its cohort medianMonthly
thinkautomationagent
$0 below
donethatmcp
$6 below
Railpush Mcpmcp
$7 below
triggerdotdevagent
$8 below
tallyfyagent
$8 below
flowdropagent
$9 below
flowdropagent
$9 below
Abacus Ai Workflowsagent
$10 below
wrikemcp
$10 below
Ceacle Pipelineagent
$11 below
clawemailagent
$15 below
donethatmcp
$16 below
floatboatagent
$17 below
Uplizd Aiagent
$17 below
runneragent
$19 below
Streamline Your Operations Theagent
$20 below
zapieragent
$20 below
Abacus Ai Workflowsagent
$20 below
Pinkfish Aiagent
$20 below
flowatchmcp
$22 below
tallyfyagent
$25 below
rube1mcp
$29 below
loopaagent
$30 below
blooiomcp
$39 ~median
Railpush Mcpmcp
$39 ~median
Arahi Ai Agent For Workflowagent
$49 below
happycapyagent
$50 below
triggerdotdevagent
$50 below
daguagent
$50 below
Ceacle Pipelineagent
$51 below
flowatchmcp
$56 above
agentlyagent
$58 ~median
flowdropagent
$59 ~median
Uplizd Aiagent
$67 above
zapieragent
$69 above
runneragent
$75 above
thinkautomationagent
$84 above
blooiomcp
$89 above
Pinkfish Aiagent
$99 above
Streamline Your Operations Theagent
$99 above
dronahqagent
$100 above
flowatchmcp
$101 above
blooiomcp
$109 above
floatboatagent
$120 above
Arahi Ai Agent For Workflowagent
$149 above
daguagent
$150 above
Workflow Agent Cloudinaryagent
$157 above
agentlyagent
$166 above
runneragent
$200 above
Arahi Ai Agent For Workflowagent
$349 above
moxoagent
$500 above
dronahqagent
$1,000 above
runneragent
$1,000 above
Humming Agentagent
$1,500 above
openopsagent
$1,750 above
Atomicwork Ai Workflow Engineagent
$2,083 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
{
  "niche": "workflow-automation-platform",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "workflow-automation-platform",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 20,
      "p25": 11.03,
      "p75": 67.56,
      "providers": 35
    },
    "by_provider_type": {
      "agent": {
        "median": 20,
        "p25": 14.95,
        "p75": 87.06,
        "providers": 27,
        "publishable": true,
        "confidence": "normal"
      },
      "mcp": {
        "median": 16.02,
        "p25": null,
        "p75": null,
        "providers": 8,
        "publishable": true,
        "confidence": "moderate"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 91,
  "adjacent_niches": [
    "ai-frontend-coding",
    "incident-response-sre",
    "mcp-platform-provider",
    "infrastructure-provisioning-iac",
    "database-query-agent",
    "legacy-code-modernization"
  ],
  "market_pulse": {
    "pulse": 46,
    "drivers": [
      "enterprise money present"
    ],
    "price_move_30d_pct": -2.9,
    "money_share": 0.5294117647058824,
    "entry_rate": 0,
    "alive_share": 0.9905660377358491
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 35,
    "quarantined_agents": 3,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_series": {
      "individual": [
        100,
        100,
        100,
        100,
        100,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675,
        100.675
      ],
      "pro": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "team_sme": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "enterprise": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ]
    },
    "tier_own_move": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 19,
      "pro": 22,
      "team_sme": 13,
      "enterprise": 5
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 97,
    "observed": 51,
    "byPersona": {
      "free": {
        "n": 37,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0.27
      },
      "individual": {
        "n": 38,
        "nPriced": 36,
        "reliability": "high",
        "median": 9,
        "p25": 3.42,
        "p75": 16.68,
        "min": 0.01,
        "max": 7333.33,
        "mean": 216.48,
        "stdev": 1220.16,
        "usageShare": 0.24
      },
      "pro": {
        "n": 43,
        "nPriced": 42,
        "reliability": "high",
        "median": 42,
        "p25": 20,
        "p75": 84,
        "min": 0.03,
        "max": 2083.33,
        "mean": 118.46,
        "stdev": 325.59,
        "usageShare": 0.07
      },
      "team_sme": {
        "n": 17,
        "nPriced": 16,
        "reliability": "high",
        "median": 104,
        "p25": 64.25,
        "p75": 174.12,
        "min": 8.25,
        "max": 500,
        "mean": 151.3,
        "stdev": 147.53,
        "usageShare": 0
      },
      "enterprise": {
        "n": 36,
        "nPriced": 9,
        "reliability": "medium",
        "median": 1500,
        "p25": 500,
        "p75": 1749,
        "min": 195,
        "max": 2000,
        "mean": 1192.56,
        "stdev": 718.58,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.27,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 27,
        "p25": 7,
        "median": 10,
        "p75": 19,
        "confidence": "high",
        "usageShare": 0.24,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 39,
        "p25": 20,
        "median": 44,
        "p75": 89,
        "confidence": "high",
        "usageShare": 0.07,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 16,
        "p25": 64.25,
        "median": 104,
        "p75": 174.12,
        "confidence": "high",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 9,
        "p25": 500,
        "median": 1500,
        "p75": 1749,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 15.63,
          "provider_count": 18,
          "plan_observation_count": 23,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 18,
            "plan_observation_count": 23
          },
          "reliability": "high",
          "members": [
            {
              "provider": "donethat",
              "usd": 6
            },
            {
              "provider": "railpush_mcp",
              "usd": 7
            },
            {
              "provider": "triggerdotdev",
              "usd": 7.5
            },
            {
              "provider": "tallyfy",
              "usd": 8.33
            },
            {
              "provider": "flowdrop",
              "usd": 9
            },
            {
              "provider": "abacus_ai_workflows",
              "usd": 10
            },
            {
              "provider": "wrike",
              "usd": 10
            },
            {
              "provider": "ceacle_pipeline",
              "usd": 11.4
            },
            {
              "provider": "clawemail",
              "usd": 14.67
            },
            {
              "provider": "floatboat",
              "usd": 16.58
            },
            {
              "provider": "uplizd_ai",
              "usd": 17
            },
            {
              "provider": "runner",
              "usd": 19
            },
            {
              "provider": "streamline_your_operations_the",
              "usd": 20
            },
            {
              "provider": "flowatch",
              "usd": 21.66
            },
            {
              "provider": "blooio",
              "usd": 39
            },
            {
              "provider": "arahi_ai_agent_for_workflow",
              "usd": 49
            },
            {
              "provider": "thinkautomation",
              "usd": 83.6
            },
            {
              "provider": "dronahq",
              "usd": 100
            }
          ],
          "p25": 9.25,
          "p75": 21.25
        },
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "per_seat",
          "median": 10.26,
          "provider_count": 3,
          "plan_observation_count": 3,
          "data_confidence": 0.23,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.15,
            "provider_count": 3,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "tallyfy",
              "usd": 1.67
            },
            {
              "provider": "ai_copilot_monday",
              "usd": 10.26
            },
            {
              "provider": "monday",
              "usd": 102.6
            }
          ]
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 50,
          "provider_count": 23,
          "plan_observation_count": 35,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 23,
            "plan_observation_count": 35
          },
          "reliability": "high",
          "members": [
            {
              "provider": "thinkautomation",
              "usd": 0.29
            },
            {
              "provider": "flowdrop",
              "usd": 9
            },
            {
              "provider": "donethat",
              "usd": 16
            },
            {
              "provider": "zapier",
              "usd": 19.99
            },
            {
              "provider": "abacus_ai_workflows",
              "usd": 20
            },
            {
              "provider": "pinkfish_ai",
              "usd": 20
            },
            {
              "provider": "tallyfy",
              "usd": 25
            },
            {
              "provider": "rube1",
              "usd": 29
            },
            {
              "provider": "loopa",
              "usd": 30
            },
            {
              "provider": "railpush_mcp",
              "usd": 38.5
            },
            {
              "provider": "happycapy",
              "usd": 50
            },
            {
              "provider": "triggerdotdev",
              "usd": 50
            },
            {
              "provider": "ceacle_pipeline",
              "usd": 51.3
            },
            {
              "provider": "flowatch",
              "usd": 55.86
            },
            {
              "provider": "agently",
              "usd": 57.5
            },
            {
              "provider": "uplizd_ai",
              "usd": 67
            },
            {
              "provider": "runner",
              "usd": 75
            },
            {
              "provider": "blooio",
              "usd": 89
            },
            {
              "provider": "floatboat",
              "usd": 119.98
            },
            {
              "provider": "dagu",
              "usd": 150
            },
            {
              "provider": "workflow_agent_cloudinary",
              "usd": 156.5
            },
            {
              "provider": "arahi_ai_agent_for_workflow",
              "usd": 349
            },
            {
              "provider": "atomicwork_ai_workflow_engine",
              "usd": 2083.33
            }
          ],
          "p25": 22.5,
          "p75": 82
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "per_seat",
          "median": 111.43,
          "provider_count": 2,
          "plan_observation_count": 4,
          "data_confidence": 0.17,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.2,
            "provider_count": 2,
            "plan_observation_count": 4
          },
          "reliability": "low",
          "members": [
            {
              "provider": "ai_copilot_monday",
              "usd": 17.67
            },
            {
              "provider": "monday",
              "usd": 205.2
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 105.23,
          "provider_count": 12,
          "plan_observation_count": 13,
          "data_confidence": 0.93,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 0.65,
            "provider_count": 12,
            "plan_observation_count": 13
          },
          "reliability": "high",
          "members": [
            {
              "provider": "dagu",
              "usd": 50
            },
            {
              "provider": "flowdrop",
              "usd": 59
            },
            {
              "provider": "zapier",
              "usd": 69
            },
            {
              "provider": "pinkfish_ai",
              "usd": 99
            },
            {
              "provider": "streamline_your_operations_the",
              "usd": 99
            },
            {
              "provider": "flowatch",
              "usd": 101.46
            },
            {
              "provider": "blooio",
              "usd": 109
            },
            {
              "provider": "arahi_ai_agent_for_workflow",
              "usd": 149
            },
            {
              "provider": "agently",
              "usd": 165.83
            },
            {
              "provider": "runner",
              "usd": 200
            },
            {
              "provider": "moxo",
              "usd": 500
            },
            {
              "provider": "dronahq",
              "usd": 1000
            }
          ],
          "p25": 91.5,
          "p75": 174.37
        },
        {
          "tier": "enterprise",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 1250,
          "provider_count": 4,
          "plan_observation_count": 8,
          "data_confidence": 0.35,
          "data_confidence_basis": {
            "provider_component": 0.33,
            "observation_component": 0.4,
            "provider_count": 4,
            "plan_observation_count": 8
          },
          "reliability": "low",
          "members": [
            {
              "provider": "blooio",
              "usd": 242
            },
            {
              "provider": "runner",
              "usd": 1000
            },
            {
              "provider": "humming_agent",
              "usd": 1500
            },
            {
              "provider": "openops",
              "usd": 1750
            }
          ]
        }
      ],
      "rejected": {
        "ambiguous_cadence": 24,
        "one_time": 7,
        "usage_not_monthly": 8,
        "free_or_zero": 3,
        "unrankable_or_unparseable": 4
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 79,
            "offers": [
              {
                "provider": "abacus_ai_workflows",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$7 first month; $10 from the second month",
                "monthly_usd": 10
              },
              {
                "provider": "abacus_ai_workflows",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 per month",
                "monthly_usd": 20
              },
              {
                "provider": "agently",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$290/yr",
                "monthly_usd": 24.17
              },
              {
                "provider": "agently",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$690/yr",
                "monthly_usd": 57.5
              },
              {
                "provider": "agently",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,990/yr",
                "monthly_usd": 165.83
              },
              {
                "provider": "agently",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$69/mo",
                "monthly_usd": 69
              },
              {
                "provider": "arahi_ai_agent_for_workflow",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "arahi_ai_agent_for_workflow",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149/mo",
                "monthly_usd": 149
              },
              {
                "provider": "arahi_ai_agent_for_workflow",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$349/mo",
                "monthly_usd": 349
              },
              {
                "provider": "atomicwork_ai_workflow_engine",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25,000/year",
                "monthly_usd": 2083.33
              },
              {
                "provider": "blooio",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39 /mo",
                "monthly_usd": 39
              },
              {
                "provider": "blooio",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$89 /mo",
                "monthly_usd": 89
              },
              {
                "provider": "blooio",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$289 /mo",
                "monthly_usd": 289
              },
              {
                "provider": "blooio",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$109 /mo",
                "monthly_usd": 109
              },
              {
                "provider": "blooio",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$195 /mo¹",
                "monthly_usd": 195
              },
              {
                "provider": "ceacle_pipeline",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€10 / month",
                "monthly_usd": 11.4
              },
              {
                "provider": "ceacle_pipeline",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€30 / month",
                "monthly_usd": 34.2
              },
              {
                "provider": "ceacle_pipeline",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€60 / month",
                "monthly_usd": 68.4
              },
              {
                "provider": "clawemail",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$16/mo",
                "monthly_usd": 16
              },
              {
                "provider": "clawemail",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$160/year",
                "monthly_usd": 13.33
              },
              {
                "provider": "dagu",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50 / mo",
                "monthly_usd": 50
              },
              {
                "provider": "dagu",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$150 / mo",
                "monthly_usd": 150
              },
              {
                "provider": "donethat",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4 per month",
                "monthly_usd": 4
              },
              {
                "provider": "donethat",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$8 per month",
                "monthly_usd": 8
              },
              {
                "provider": "donethat",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$16 per month",
                "monthly_usd": 16
              },
              {
                "provider": "dronahq",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 per month billed annually",
                "monthly_usd": 100
              },
              {
                "provider": "dronahq",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500 per month billed annually",
                "monthly_usd": 500
              },
              {
                "provider": "dronahq",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1500 per month billed annually",
                "monthly_usd": 1500
              },
              {
                "provider": "floatboat",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$16.58 /mo",
                "monthly_usd": 16.58
              },
              {
                "provider": "floatboat",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39.98 /mo",
                "monthly_usd": 39.98
              },
              {
                "provider": "floatboat",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199.98 /mo",
                "monthly_usd": 199.98
              },
              {
                "provider": "flowatch",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€19 /mo",
                "monthly_usd": 21.66
              },
              {
                "provider": "flowatch",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€49 /mo",
                "monthly_usd": 55.86
              },
              {
                "provider": "flowatch",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€89 /mo",
                "monthly_usd": 101.46
              },
              {
                "provider": "flowdrop",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 /mo",
                "monthly_usd": 9
              },
              {
                "provider": "flowdrop",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 $9 /mo",
                "monthly_usd": 9
              },
              {
                "provider": "flowdrop",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 $59 /mo",
                "monthly_usd": 59
              },
              {
                "provider": "happycapy",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 / month",
                "monthly_usd": 20
              },
              {
                "provider": "happycapy",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50 / month",
                "monthly_usd": 50
              },
              {
                "provider": "happycapy",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200 / month",
                "monthly_usd": 200
              },
              {
                "provider": "humming_agent",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "Starting at $1,500 per month",
                "monthly_usd": 1500
              },
              {
                "provider": "loopa",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$40 / month",
                "monthly_usd": 40
              },
              {
                "provider": "loopa",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 / month",
                "monthly_usd": 20
              },
              {
                "provider": "moxo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500/mo",
                "monthly_usd": 500
              },
              {
                "provider": "openops",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,000/month",
                "monthly_usd": 2000
              },
              {
                "provider": "openops",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$18,000/year",
                "monthly_usd": 1500
              },
              {
                "provider": "pinkfish_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/month",
                "monthly_usd": 20
              },
              {
                "provider": "pinkfish_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/month",
                "monthly_usd": 99
              },
              {
                "provider": "railpush_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4/month",
                "monthly_usd": 4
              },
              {
                "provider": "railpush_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$7/month",
                "monthly_usd": 7
              },
              {
                "provider": "railpush_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$14/month",
                "monthly_usd": 14
              },
              {
                "provider": "railpush_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$28/month",
                "monthly_usd": 28
              },
              {
                "provider": "railpush_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/month",
                "monthly_usd": 49
              },
              {
                "provider": "rube1",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 / mo",
                "monthly_usd": 29
              },
              {
                "provider": "runner",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/month",
                "monthly_usd": 19
              },
              {
                "provider": "runner",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/month",
                "monthly_usd": 50
              },
              {
                "provider": "runner",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/month",
                "monthly_usd": 100
              },
              {
                "provider": "runner",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/month",
                "monthly_usd": 200
              },
              {
                "provider": "runner",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500/month",
                "monthly_usd": 500
              },
              {
                "provider": "runner",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,000/month",
                "monthly_usd": 1000
              },
              {
                "provider": "runner",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,000/month",
                "monthly_usd": 2000
              },
              {
                "provider": "streamline_your_operations_the",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/mo or $16/mo billed annually",
                "monthly_usd": 20
              },
              {
                "provider": "streamline_your_operations_the",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/mo or $79/mo billed annually",
                "monthly_usd": 99
              },
              {
                "provider": "tallyfy",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$300 /year",
                "monthly_usd": 25
              },
              {
                "provider": "tallyfy",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 /year",
                "monthly_usd": 8.33
              },
              {
                "provider": "thinkautomation",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "880,00 € annual",
                "monthly_usd": 83.6
              },
              {
                "provider": "thinkautomation",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "2 400,00 € annual",
                "monthly_usd": 0.19
              },
              {
                "provider": "thinkautomation",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "4 100,00 € annual",
                "monthly_usd": 0.38
              },
              {
                "provider": "triggerdotdev",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5 / mo",
                "monthly_usd": 5
              },
              {
                "provider": "triggerdotdev",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "triggerdotdev",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/mo",
                "monthly_usd": 50
              },
              {
                "provider": "uplizd_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$17 / MO",
                "monthly_usd": 17
              },
              {
                "provider": "uplizd_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$44 / MO",
                "monthly_usd": 44
              },
              {
                "provider": "uplizd_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$90 / MO",
                "monthly_usd": 90
              },
              {
                "provider": "workflow_agent_cloudinary",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$89 per month",
                "monthly_usd": 89
              },
              {
                "provider": "workflow_agent_cloudinary",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$224 per month",
                "monthly_usd": 224
              },
              {
                "provider": "wrike",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "zapier",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19.99 /mo",
                "monthly_usd": 19.99
              },
              {
                "provider": "zapier",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$69 /mo",
                "monthly_usd": 69
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 7,
            "offers": [
              {
                "provider": "ai_copilot_monday",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€ 9 seat / month",
                "monthly_usd": 10.26
              },
              {
                "provider": "ai_copilot_monday",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€ 12 seat / month",
                "monthly_usd": 13.68
              },
              {
                "provider": "ai_copilot_monday",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€ 19 seat / month",
                "monthly_usd": 21.66
              },
              {
                "provider": "monday",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€ 9 seat / month; total of €90 / month, billed annually",
                "monthly_usd": 102.6
              },
              {
                "provider": "monday",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€ 12 seat / month; total of €120 €140 / month, billed annually",
                "monthly_usd": 159.6
              },
              {
                "provider": "monday",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "€ 19 seat / month; total of €190 €220 / month, billed annually",
                "monthly_usd": 250.8
              },
              {
                "provider": "tallyfy",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "+$20/seat/year",
                "monthly_usd": 1.67
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 2,
            "offers": [
              {
                "provider": "slackbot",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "€8.25€4.13 per user / month, when paying monthly",
                "monthly_usd": 4.71
              },
              {
                "provider": "slackbot",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_user",
                "price": "€18€9 per user / month, when paying monthly",
                "monthly_usd": 10.26
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 7,
            "offers": [
              {
                "provider": "humming_agent",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "Starting at $2,500",
                "monthly_usd": null
              },
              {
                "provider": "humming_agent",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$7,500 to $20,000",
                "monthly_usd": null
              },
              {
                "provider": "humming_agent",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$15,000 to $50,000",
                "monthly_usd": null
              },
              {
                "provider": "humming_agent",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$50,000+",
                "monthly_usd": null
              },
              {
                "provider": "workflowbuilder_ai_agent",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "EUR 6,990",
                "monthly_usd": null
              },
              {
                "provider": "workflowbuilder_ai_agent",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "EUR 15,000-25,000",
                "monthly_usd": null
              },
              {
                "provider": "workflowbuilder_ai_agent",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "EUR 50-200k+",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 8,
            "offers": [
              {
                "provider": "athenic",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.99 per outcome",
                "monthly_usd": null
              },
              {
                "provider": "athenic",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$9.99 per outcome",
                "monthly_usd": null
              },
              {
                "provider": "siliconflow",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.03/Image",
                "monthly_usd": null
              },
              {
                "provider": "siliconflow",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.005/Image",
                "monthly_usd": null
              },
              {
                "provider": "siliconflow",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.06/Image",
                "monthly_usd": null
              },
              {
                "provider": "siliconflow",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.13 per 1 million tokens",
                "monthly_usd": null
              },
              {
                "provider": "siliconflow",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.1 per 1 million tokens",
                "monthly_usd": null
              },
              {
                "provider": "siliconflow",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.14 per 1 million tokens",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 24,
            "offers": [
              {
                "provider": "agently",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "ai_copilot_monday",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "custom price",
                "monthly_usd": null
              },
              {
                "provider": "atomicwork_ai_workflow_engine",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Flexible pricing",
                "monthly_usd": null
              },
              {
                "provider": "atomicwork_ai_workflow_engine",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom contract",
                "monthly_usd": null
              },
              {
                "provider": "ceacle_pipeline",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "dagu",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "dronahq",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing for your business",
                "monthly_usd": null
              },
              {
                "provider": "flowdrop",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "jinba",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "mantisclaw",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "monday",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "custom price",
                "monthly_usd": null
              },
              {
                "provider": "moxo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom quote",
                "monthly_usd": null
              },
              {
                "provider": "moxo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom quote",
                "monthly_usd": null
              },
              {
                "provider": "outsystems_ai_workflow",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact for estimate",
                "monthly_usd": null
              },
              {
                "provider": "oyster_workflow",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact",
                "monthly_usd": null
              },
              {
                "provider": "pinkfish_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "promptmate",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "€ 24",
                "monthly_usd": null
              },
              {
                "provider": "promptmate",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "€ 199",
                "monthly_usd": null
              },
              {
                "provider": "promptmate",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "€ 499",
                "monthly_usd": null
              },
              {
                "provider": "slackbot",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales for pricing",
                "monthly_usd": null
              },
              {
                "provider": "streamline_your_operations_the",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "workflow_agent_cloudinary",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "wrike",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "zapier",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact for pricing",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 41,
          "normalized_observations": 88,
          "comparable_providers": 33,
          "strict_cohorts": 6,
          "exclusion_reasons": {
            "ambiguous_cadence": 24,
            "one_time": 7,
            "usage_not_monthly": 8,
            "free_or_zero": 3,
            "unrankable_or_unparseable": 4
          }
        }
      }
    },
    "billingMix": {
      "freemium": 23,
      "free": 6,
      "usage": 3,
      "subscription": 14,
      "one-time": 1,
      "contact_sales": 4
    },
    "freeTierShare": 0.57,
    "medianLowestUsd": 20
  },
  "movement": {
    "niche": "workflow-automation-platform",
    "sector": "developer-tools-infra",
    "pricedNow": 35,
    "pairs": 34,
    "repriced": [
      {
        "handle": "flowatch",
        "from": 22.2,
        "to": 22.05,
        "pct": -0.7
      },
      {
        "handle": "slackbot",
        "from": 4.82,
        "to": 4.79,
        "pct": -0.6
      },
      {
        "handle": "workflowbuilder_ai_agent",
        "from": 8165.65,
        "to": 8113.36,
        "pct": -0.6
      },
      {
        "handle": "ai_copilot_monday",
        "from": 10.51,
        "to": 10.45,
        "pct": -0.6
      },
      {
        "handle": "ceacle_pipeline",
        "from": 11.68,
        "to": 11.61,
        "pct": -0.6
      },
      {
        "handle": "monday",
        "from": 105.14,
        "to": 104.46,
        "pct": -0.6
      },
      {
        "handle": "thinkautomation",
        "from": 85.66,
        "to": 85.11,
        "pct": -0.6
      },
      {
        "handle": "promptmate",
        "from": 28.04,
        "to": 27.86,
        "pct": -0.6
      }
    ],
    "newlyPriced": [
      "rube1"
    ],
    "droppedFromPriced": [
      "autonoly_ai_agent"
    ],
    "likeForLikePct": -0.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 8 agents repriced — all down (avg -0.1%); 1 newly published pricing; 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-08-01",
        "index": 100.675,
        "pairs": 55,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100.675,
        "pairs": 54,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100.675,
        "pairs": 58,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100.675,
        "pairs": 61,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100.675,
        "pairs": 62,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100.675,
        "pairs": 60,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100.675,
        "pairs": 60,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100.675,
        "pairs": 60,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100.675,
        "pairs": 58,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100.675,
        "pairs": 61,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100.675,
        "pairs": 62,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100.675,
        "pairs": 62,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100.675,
        "pairs": 62,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100.675,
        "pairs": 60,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100.675,
        "pairs": 59,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100.675,
        "pairs": 59,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100.675,
        "pairs": 60,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 100.675,
        "pairs": 64,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-19",
        "index": 100.675,
        "pairs": 64,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 100.675,
        "pairs": 61,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 100.675,
        "pairs": 61,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 100.675,
        "pairs": 61,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 100.675,
        "pairs": 62,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 100.675,
        "pairs": 63,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-25",
        "index": 100.675,
        "pairs": 63,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 100.675,
        "pairs": 62,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 100.675,
        "pairs": 62,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 100.675,
        "pairs": 59,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 100.675,
        "pairs": 59,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 100.675,
        "pairs": 59,
        "dayChangePct": 0
      }
    ],
    "latest": 100.675,
    "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": "activepieces",
      "name": "Activepieces",
      "url": "https://github.com/activepieces/activepieces",
      "short_summary": "automates workflows and builds AI agent flows via a no-code builder and extensible TypeScript pieces framework",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for Activepieces is shown in the supplied context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agents",
      "name": "Agents",
      "url": "https://docs.kindo.ai/features/agents",
      "short_summary": "executes routines and processes (DevSecOps playbooks, runbooks, ITOps routines, SOPs) on behalf of users, e.g. vulnerability reporting, alert triage, incident…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or plan amounts are shown in the supplied Kindo documentation pages."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "athenic",
      "name": "Athenic",
      "url": "https://getathenic.com/developers",
      "short_summary": "delegates complex multi-step business workflows to specialized AI agents for research, marketing, analysis, and automation",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Remery charges $0.99 per service or filtering outcome and $9.99 per sales qualification outcome, with no seat fees and some unsuccessful interactions free."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "blooio",
      "name": "Blooio Messaging",
      "url": "https://Blooio.com",
      "short_summary": "Send and manage SMS, iMessage, and RCS messages from workflows",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "From $39/mo",
        "summary": "From $39/mo. Blooio offers five monthly subscription plans from $39/mo to $195/mo¹, with shared or dedicated numbers and varying messaging limits and support levels."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "donethat",
      "name": "DoneThat",
      "url": "https://donethat.ai",
      "short_summary": "automatically tracks work activities and provides productivity coaching",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 4,
        "monthly_usd": 4,
        "headline": "From $4/mo",
        "summary": "From $4/mo. Donethat.ai offers Basic, Core, and Pro subscription plans at $4, $8, and $16 per month, with a 14-day free trial and annual billing discounts."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "flowatch",
      "name": "flowatch",
      "url": "https://flowatch.xyz",
      "short_summary": "monitors workflows and automations to detect failures and silent issues",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 22.05,
        "monthly_usd": 25.59,
        "headline": "Free tier, then from $22.05/mo",
        "summary": "Free tier, then from $22.05/mo. flowatch offers a free plan and three paid monthly plans priced from €19 to €89, with a 14-day free trial on all plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "github_n8nion8n_faircode_workf",
      "name": "Github N8nion8n Faircode Workf",
      "url": "https://github.com/n8n-io/n8n",
      "short_summary": "Builds and runs workflow automations combining visual building with custom code, including AI agent workflows",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for n8n is shown in the supplied n8n homepage content."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "jinba",
      "name": "Jinba",
      "url": "https://jinba.io/",
      "short_summary": "builds and deploys enterprise AI workflows described in plain language (e.g. loan screening, weekly metrics reporting)",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Jinba offers a free plan at $0 per month for individuals and custom-priced Enterprise solutions with expanded and on-premises capabilities."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "n8n_mcp",
      "name": "N8n",
      "url": "https://n8n-mcp.com/",
      "short_summary": "builds, validates, and deploys n8n workflows from natural language prompts",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Freemium model with a permanent free tier (€0/forever) and paid Supporter plan at €19/month for unlimited features."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "opencow",
      "name": "OpenCow",
      "url": "https://github.com/OpenCowAI/opencow",
      "short_summary": "turns each task into a dedicated autonomous AI agent that researches, drafts, builds, and publishes deliverables (campaigns, reports, features, audits) in para…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for OpenCow is shown in the supplied repository homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "adaptivex_agent",
      "name": "AdaptiveX Agent",
      "url": "https://adaptivex.sg/platform/agent",
      "short_summary": "Coordinates specialised AI agents to automate operational back-office workflows such as data entry, report generation, system updates, invoice processing, comp…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown on the available AdaptiveX Platform homepage."
      },
      "home_niche": "vertical-ai-agent-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "adobe_agent_orchestrator",
      "name": "Adobe Agent Orchestrator",
      "url": "https://business.adobe.com/products/experience-platform/agent-orchestrator.html",
      "short_summary": "Enterprise agent orchestration platform from Adobe Experience Platform for coordinating and managing AI agents in business workflows and customer experience au…",
      "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": "agent-orchestration-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agent_mill",
      "name": "Agent Mill",
      "url": "https://sugers955.github.io/agent-mill/features.html",
      "short_summary": "Enterprise AI agent platform with command center, multi-agent collaboration, RAG knowledge bases, MCP connectors, workflow automation, and RBAC. Supports Claud…",
      "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
    },
    {
      "agent_id": "agent_zero",
      "name": "Agent Zero",
      "url": "https://www.agent-zero.ai/",
      "short_summary": "Provides an open-source agentic AI framework where autonomous agents run on their own computer, use and create tools, learn, self-correct, and execute workflow…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Agent Zero is listed with a $0 offer, but no recurring billing period or additional public plans are shown."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentic_business_orchestration",
      "name": "Agentic Business Orchestration",
      "url": "https://uipath.com/",
      "short_summary": "Orchestrates agentic business automation across enterprise processes where agents think, robots do, and people lead (e.g. onboarding, loan origination, claims…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "From $25/mo",
        "summary": "From $25/mo. UiPath offers a tiered subscription model starting at $25/month for Basic automation, with Standard and Enterprise plans available via contact sales."
      },
      "home_niche": "enterprise-rpa-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agenticwork",
      "name": "Agenticwork",
      "url": "https://agenticwork.io/use-cases",
      "short_summary": "Enterprise AI agent platform with air-gapped deployment, governance controls, and audit trails. Provides workflow automation, code generation, and research cap…",
      "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": "enterprise-ai-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentlimb",
      "name": "Agentlimb",
      "url": "https://agentlimb.com/",
      "short_summary": "Records browser tasks once as reusable 'muscles' and replays them so AI tools can drive the real Chrome browser with fewer tokens",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "AgentLimb is presented as an open-source, locally run product with a listed price of 0USD and no paid plans publicly shown."
      },
      "home_niche": "browser-automation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "agentos_4",
      "name": "Agentos 4",
      "url": "https://agentsos.sh",
      "short_summary": "Agent operating system built on three primitives—Worker, Function, Trigger—enabling 65 narrow specialized workers for task automation and orchestration.",
      "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
    }
  ],
  "page_url": "https://agentery.com/market/workflow-automation-platform",
  "summary": {
    "niche": "workflow-automation-platform",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $51/mo (18 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 18,
          "reliability": "high",
          "median": 50.65,
          "p25": 21.25,
          "p75": 108.74,
          "status": "ok"
        },
        {
          "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": 13,
          "reliability": "high",
          "median": 16.58,
          "p25": 10,
          "p75": 20,
          "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": 10,
          "reliability": "medium",
          "median": 124,
          "p25": 76.5,
          "p75": 191.46,
          "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": 5,
          "reliability": "medium",
          "median": 10,
          "p25": 7,
          "p75": 21.66,
          "status": "ok"
        },
        {
          "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": 5,
          "reliability": "medium",
          "median": 38.5,
          "p25": 29,
          "p75": 55.86,
          "status": "ok"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 1500,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            101.46,
            109
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "workflow-automation-platform"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/workflow-automation-platform",
    "counts": {
      "listings_with_price_capture": 97,
      "listings_with_observed_public_price": 51,
      "providers_with_numeric_monthly_price_latest_scan": 35,
      "like_for_like_comparable_pairs": 34
    },
    "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": 15.63,
        "provider_count": 18,
        "plan_observation_count": 23,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 18,
          "plan_observation_count": 23
        },
        "reliability": "high",
        "members": [
          {
            "provider": "donethat",
            "usd": 6
          },
          {
            "provider": "railpush_mcp",
            "usd": 7
          },
          {
            "provider": "triggerdotdev",
            "usd": 7.5
          },
          {
            "provider": "tallyfy",
            "usd": 8.33
          },
          {
            "provider": "flowdrop",
            "usd": 9
          },
          {
            "provider": "abacus_ai_workflows",
            "usd": 10
          },
          {
            "provider": "wrike",
            "usd": 10
          },
          {
            "provider": "ceacle_pipeline",
            "usd": 11.4
          },
          {
            "provider": "clawemail",
            "usd": 14.67
          },
          {
            "provider": "floatboat",
            "usd": 16.58
          },
          {
            "provider": "uplizd_ai",
            "usd": 17
          },
          {
            "provider": "runner",
            "usd": 19
          },
          {
            "provider": "streamline_your_operations_the",
            "usd": 20
          },
          {
            "provider": "flowatch",
            "usd": 21.66
          },
          {
            "provider": "blooio",
            "usd": 39
          },
          {
            "provider": "arahi_ai_agent_for_workflow",
            "usd": 49
          },
          {
            "provider": "thinkautomation",
            "usd": 83.6
          },
          {
            "provider": "dronahq",
            "usd": 100
          }
        ],
        "p25": 9.25,
        "p75": 21.25
      },
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 10.26,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "tallyfy",
            "usd": 1.67
          },
          {
            "provider": "ai_copilot_monday",
            "usd": 10.26
          },
          {
            "provider": "monday",
            "usd": 102.6
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 50,
        "provider_count": 23,
        "plan_observation_count": 35,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 23,
          "plan_observation_count": 35
        },
        "reliability": "high",
        "members": [
          {
            "provider": "thinkautomation",
            "usd": 0.29
          },
          {
            "provider": "flowdrop",
            "usd": 9
          },
          {
            "provider": "donethat",
            "usd": 16
          },
          {
            "provider": "zapier",
            "usd": 19.99
          },
          {
            "provider": "abacus_ai_workflows",
            "usd": 20
          },
          {
            "provider": "pinkfish_ai",
            "usd": 20
          },
          {
            "provider": "tallyfy",
            "usd": 25
          },
          {
            "provider": "rube1",
            "usd": 29
          },
          {
            "provider": "loopa",
            "usd": 30
          },
          {
            "provider": "railpush_mcp",
            "usd": 38.5
          },
          {
            "provider": "happycapy",
            "usd": 50
          },
          {
            "provider": "triggerdotdev",
            "usd": 50
          },
          {
            "provider": "ceacle_pipeline",
            "usd": 51.3
          },
          {
            "provider": "flowatch",
            "usd": 55.86
          },
          {
            "provider": "agently",
            "usd": 57.5
          },
          {
            "provider": "uplizd_ai",
            "usd": 67
          },
          {
            "provider": "runner",
            "usd": 75
          },
          {
            "provider": "blooio",
            "usd": 89
          },
          {
            "provider": "floatboat",
            "usd": 119.98
          },
          {
            "provider": "dagu",
            "usd": 150
          },
          {
            "provider": "workflow_agent_cloudinary",
            "usd": 156.5
          },
          {
            "provider": "arahi_ai_agent_for_workflow",
            "usd": 349
          },
          {
            "provider": "atomicwork_ai_workflow_engine",
            "usd": 2083.33
          }
        ],
        "p25": 22.5,
        "p75": 82
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 111.43,
        "provider_count": 2,
        "plan_observation_count": 4,
        "data_confidence": 0.17,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.2,
          "provider_count": 2,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "ai_copilot_monday",
            "usd": 17.67
          },
          {
            "provider": "monday",
            "usd": 205.2
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 105.23,
        "provider_count": 12,
        "plan_observation_count": 13,
        "data_confidence": 0.93,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.65,
          "provider_count": 12,
          "plan_observation_count": 13
        },
        "reliability": "high",
        "members": [
          {
            "provider": "dagu",
            "usd": 50
          },
          {
            "provider": "flowdrop",
            "usd": 59
          },
          {
            "provider": "zapier",
            "usd": 69
          },
          {
            "provider": "pinkfish_ai",
            "usd": 99
          },
          {
            "provider": "streamline_your_operations_the",
            "usd": 99
          },
          {
            "provider": "flowatch",
            "usd": 101.46
          },
          {
            "provider": "blooio",
            "usd": 109
          },
          {
            "provider": "arahi_ai_agent_for_workflow",
            "usd": 149
          },
          {
            "provider": "agently",
            "usd": 165.83
          },
          {
            "provider": "runner",
            "usd": 200
          },
          {
            "provider": "moxo",
            "usd": 500
          },
          {
            "provider": "dronahq",
            "usd": 1000
          }
        ],
        "p25": 91.5,
        "p75": 174.37
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 1250,
        "provider_count": 4,
        "plan_observation_count": 8,
        "data_confidence": 0.35,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.4,
          "provider_count": 4,
          "plan_observation_count": 8
        },
        "reliability": "low",
        "members": [
          {
            "provider": "blooio",
            "usd": 242
          },
          {
            "provider": "runner",
            "usd": 1000
          },
          {
            "provider": "humming_agent",
            "usd": 1500
          },
          {
            "provider": "openops",
            "usd": 1750
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 97,
      "listings_with_observed_public_price": 51,
      "normalized_observations": 88,
      "comparable_providers": 33,
      "strict_cohorts": 6,
      "exclusion_reasons": {
        "ambiguous_cadence": 24,
        "one_time": 7,
        "usage_not_monthly": 8,
        "free_or_zero": 3,
        "unrankable_or_unparseable": 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": {
      "ambiguous_cadence": 24,
      "one_time": 7,
      "usage_not_monthly": 8,
      "free_or_zero": 3,
      "unrankable_or_unparseable": 4
    },
    "billing_mix": {
      "freemium": 23,
      "free": 6,
      "usage": 3,
      "subscription": 14,
      "one-time": 1,
      "contact_sales": 4
    },
    "free_tier_share": 0.57,
    "top_providers": [
      {
        "agent_id": "activepieces",
        "name": "Activepieces",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing for Activepieces is shown in the supplied context."
        },
        "observed": false
      },
      {
        "agent_id": "agents",
        "name": "Agents",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing or plan amounts are shown in the supplied Kindo documentation pages."
        },
        "observed": false
      },
      {
        "agent_id": "athenic",
        "name": "Athenic",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "Remery charges $0.99 per service or filtering outcome and $9.99 per sales qualification outcome, with no seat fees and some unsuccessful interactions free."
        },
        "observed": true
      },
      {
        "agent_id": "blooio",
        "name": "Blooio Messaging",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 39,
          "monthly_usd": 39,
          "headline": "From $39/mo",
          "summary": "From $39/mo. Blooio offers five monthly subscription plans from $39/mo to $195/mo¹, with shared or dedicated numbers and varying messaging limits and support levels."
        },
        "observed": true
      },
      {
        "agent_id": "donethat",
        "name": "DoneThat",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 4,
          "monthly_usd": 4,
          "headline": "From $4/mo",
          "summary": "From $4/mo. Donethat.ai offers Basic, Core, and Pro subscription plans at $4, $8, and $16 per month, with a 14-day free trial and annual billing discounts."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "workflow-automation-platform"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "workflow-automation-platform",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "activepieces"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "activepieces"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

43 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Blooio MessagingSend and manage SMS, iMessage, and RCS messages from workflows
mcp$39from / mo22% below100% livemcp22% below median100% live
DoneThatautomatically tracks work activities and provides productivity coaching
mcp$4from / mo92% below100% livemcp92% below median100% live
flowatchmonitors workflows and automations to detect failures and silent issues
mcp$22.05from / mo55.9% below100% livemcp55.9% below median100% live
Jinbabuilds and deploys enterprise AI workflows described in plain language (e.g. loan screening, weekly metrics reporting)
mcpFree tierpaid plans vary100% livemcp100% live
N8nbuilds, validates, and deploys n8n workflows from natural language prompts
mcpFree tierpaid plans vary100% livemcp100% live
Trigger.devprovides infrastructure to build and deploy AI agents and background workflows (long-running tasks, agents with tool calling, retries, queues, scheduling)
agent$5from / mo90% below100% liveagent90% below median100% live
AI workflow platformbuilds and runs governed AI workflows for government operations including citizen service intake, FOIA request processing, grant lifecycle administration, proc…
mcp$17from / mo66% below100% livemcp66% below median100% live
Workflowbuilder Ai AgentProvides a configurable AI Agent node within a workflow builder that delegates a workflow step to an AI model or agent with tool access (document processing, c…
agent$8113.36from / mo16126.7% above100% liveagent16126.7% above median100% live
Arahi AI agent for Workflowautomates multi-step workflows triggered by Google Drive events — classifies, extracts data from, and routes files; handles cross-system handoffs (e.g. notify…
agent$49from / mo2% below100% liveagent2% below median100% live
Atomicwork AI Workflow Enginegenerates and deploys IT/enterprise automation workflows from natural-language prompts (e.g. employee onboarding tasks across multiple systems)
agent$2083.33from / mo4066.7% above100% liveagent4066.7% above median100% live
AI automation tasksProvides ready-made AI automation workflows that scrape data, generate leads, conduct market research, monitor websites/prices, build data pipelines, and manag…
agentFree tierpaid plans vary100% liveagent100% live
FlowdropBuilds and deploys no-code AI-powered workflows/agents from plain-English descriptions to automate business tasks like email summaries, drafting replies, suppo…
agent$9from / mo82% below100% liveagent82% below median100% live
FlowtaskTurns emails and Slack messages into automatically assigned, tracked tasks; also provides sales engagement/outbound prospecting features (signals, sequences, l…
agentFreefree to use100% liveagent100% live
Pinkfish Business Orchestration Platformruns multi-step business workflows end-to-end across enterprise systems via AI agents (e.g. employee onboarding, invoice processing, pricing, content generatio…
agent$20from / mo60% below88% liveagent60% below median88% live
RailpushSends push notifications and alerts across multiple platforms effortlessly. Streamlines communication by managing messaging workflows through a unified interfa…
mcp$4from / mo92% below100% livemcp92% below median100% live
Schedule Workschedules and orchestrates when AI agents run and how much work they do, including recurring tasks, bulk schedules, pacing, and follow-ups
toolFreefree to use100% livetool100% live
Workflow Agent Cloudinarytranslates natural-language intent into configured media workflows (triggers, conditions, actions), helps troubleshoot failures, and edits workflows
agent$89from / mo78% above100% liveagent78% above median100% live
Ai Copilot Mondayunclear
agent$10.45from / mo79.1% below100% liveagent79.1% below median100% live
Dronahqbuilds internal apps, AI agents, and automates operational workflows that connect to enterprise tools and data
agent$100from / mo100% above100% liveagent100% above median100% live
Happycapyruns AI agents in a browser-based virtual desktop to perform tasks like designing posters, writing reports, and booking flights
agent$20from / mo60% below100% liveagent60% below median100% live
Mondaymonday.com is a customizable work management platform for project planning, collaboration, and automation, supporting agile, sales, marketing, and more
mcp$104.46from / mo108.9% above100% livemcp108.9% above median100% live
RubeConnects and automates workflows across 500+ apps like Slack, GitHub, Notion, and Google Workspace. Discovers optimal tools and execution plans for complex tas…
mcp$29from / mo42% below24% livemcp42% below median24% live
SlackbotSlackbot automates responses and reminders within Slack, assisting with tasks like onboarding, FAQs, and notifications to streamline team productivity
mcp$4.79from / mo90.4% below100% livemcp90.4% below median100% live
Streamline Your Operations TheActs as an AI receptionist/front desk that answers inbound calls, qualifies leads, books appointments, handles messages, and manages voicemails 24/7
agent$20from / mo60% below100% liveagent60% below median100% 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.