# ATS Hiring Signal Report (`taroyamada/ats-hiring-signal-report`) Actor

Turn public Greenhouse, Lever, and Ashby job boards into decision-ready hiring signal reports with role priorities, keyword matches, region signals, warnings, and next actions. No user API key required.

- **URL**: https://apify.com/taroyamada/ats-hiring-signal-report.md
- **Developed by:** [太郎 山田](https://apify.com/taroyamada) (community)
- **Categories:** Jobs, Business
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## ATS Hiring Signal Report

<!-- v37-seed-inbound-flow:start -->
### Works best after

ATS Hiring Signal Report is easiest to buy after one of these related Actors has already produced public rows or source context:

- [Ats Hiring Signal Intelligence](https://apify.com/taroyamada/ats-hiring-signal-intelligence?utm_source=apify_internal&utm_medium=readme_works_best_after&utm_campaign=v37_internal_flow&utm_content=ats-hiring-signal-report__ats-hiring-signal-intelligence) - use its public rows or source context as the starting input.
- [Career Site Hiring Lead Intelligence](https://apify.com/taroyamada/career-site-hiring-lead-intelligence?utm_source=apify_internal&utm_medium=readme_works_best_after&utm_campaign=v37_internal_flow&utm_content=ats-hiring-signal-report__career-site-hiring-lead-intelligence) - use its public rows or source context as the starting input.

Start with $9 / `ats_hiring_snapshot_report`; upgrade to $29 / `ats_hiring_signal_report` only when the first report needs deeper action detail.
Internal links improve discovery only. Qualified forecast still requires accounted paid usage.
<!-- v37-seed-inbound-flow:end -->

<!-- v36-proof-positioning:start -->
### Proof-focused buyer summary

Built for B2B sales, recruiting, investor, market research, and competitive intelligence teams who need to decide which companies, role families, regions, or hiring themes deserve follow-up based on public ATS boards.

- Buy this when: Turns public hiring pages into account, recruiting, and market-research signals without paying for a recruiting data platform.
- Entry: $9 / `ats_hiring_snapshot_report` - $9 checks one or more public ATS boards for score, role families, keywords, regions, warnings, and next actions.
- Premium: $29 / `ats_hiring_signal_report` - $29 adds deeper company coverage, department/region signals, sample jobs, and expanded account-research actions.
- Output promise: decision summary, score, three prioritized actions, source URLs, warnings, `chargedEvent`, `chargedUsd`, and `previewReport.nextRunInput`.
- Safety: keep `maxChargeUsd` equal to the tier price. Demo, dry run, blocked/private sources, failed sources, and cap-limited runs are no-charge.
- Not promised: rankings, revenue, conversion lift, sales lift, legal/procurement/financial advice, or private-source enrichment.

Entry first-run input:

```json
{
  "demoMode": false,
  "dryRun": false,
  "reportTier": "snapshot",
  "maxChargeUsd": 9,
  "maxReports": 1,
  "companies": [
    {
      "ats": "greenhouse",
      "slug": "stripe",
      "companyName": "Stripe"
    }
  ],
  "keywords": [
    "AI",
    "data",
    "security",
    "platform"
  ],
  "regions": [
    "Remote",
    "United States"
  ],
  "sinceDays": 30,
  "maxJobs": 150
}
````

Premium upgrade input:

```json
{
  "demoMode": false,
  "dryRun": false,
  "reportTier": "signal_report",
  "maxChargeUsd": 29,
  "maxReports": 1,
  "companies": [
    {
      "ats": "greenhouse",
      "slug": "stripe",
      "companyName": "Stripe"
    },
    {
      "ats": "greenhouse",
      "slug": "airbnb",
      "companyName": "Airbnb"
    }
  ],
  "keywords": [
    "AI",
    "data",
    "security",
    "platform",
    "enterprise"
  ],
  "regions": [
    "Remote",
    "United States",
    "Europe"
  ],
  "sinceDays": 30,
  "maxJobs": 200
}
```

### Buyable first run

Use this Actor when B2B sales teams, recruiters, investors, market researchers, and competitive intelligence teams need to turn public ATS job boards into a hiring signal report. It is positioned as a report, not a raw jobs scraper.

- Entry report: $9 / `ats_hiring_snapshot_report`. Checks one or more public Greenhouse, Lever, or Ashby boards and returns hiring score, role families, keyword matches, regions, warnings, and 3 action items.
- Premium report: $29 / `ats_hiring_signal_report`. Adds deeper company coverage, department and region signals, role priorities, sample jobs, and expanded next actions for account or market research.
- Safety cap: `maxChargeUsd` is the hard budget limit, so the run stops before exceeding the buyer's budget.
- Why it is worth paying for: Hiring activity is often the earliest public signal that a company is investing in AI, security, sales, platform, data, or expansion plans.

Recommended first paid run:

```json
{
  "demoMode": false,
  "dryRun": false,
  "reportTier": "snapshot",
  "maxChargeUsd": 9,
  "maxReports": 1,
  "companies": [
    { "ats": "greenhouse", "slug": "stripe", "companyName": "Stripe" }
  ],
  "keywords": ["AI", "data", "security", "platform"],
  "regions": ["Remote", "United States"],
  "sinceDays": 30,
  "maxJobs": 150
}
```

This Actor does not scrape LinkedIn, Indeed, Workday, login-only pages, private dashboards, or paid recruiting data. It does not promise hiring outcomes, investment outcomes, rankings, revenue, or sales results.

### What It Does

ATS Hiring Signal Report reads public Greenhouse, Lever, and Ashby job board APIs and produces a decision-ready report:

- hiring signal score and confidence
- role family priorities
- recent job activity within your selected window
- keyword and region matches
- department and location signals
- prioritized actions for sales, recruiting, investment, or competitive research
- source URLs and warnings

### Pricing Events

- `ats_hiring_snapshot_report` - $9
- `ats_hiring_signal_report` - $29

Use the listed report tiers for public runs; recurring watch workflows should be created as Apify tasks from a successful paid input.

`demoMode`, `dryRun`, unsupported ATS, missing boards, no matching jobs, source failures, and cap-limited groups are no-charge.

### Source Rules

Allowed: public Greenhouse, Lever, and Ashby job board APIs.

Blocked: user API keys, LinkedIn, Indeed, Workday, login-only sources, private dashboards, paywalls, CAPTCHA/rate-limit bypass, personal profiling, and unsupported business outcome claims.

### Output

Each dataset row includes `status`, `chargedEvent`, `chargedUsd`, `reason`, `decisionSummary`, `score`, `companyCoverage`, `hiringSignalSummary`, `priorityRoles`, `departmentSignals`, `regionSignals`, `prioritizedActions`, `confidence`, `warnings`, `sourceUrls`, and `errors`.

# Actor input Schema

## `companies` (type: `array`):

Public Greenhouse, Lever, or Ashby job boards to analyze. Example item: {"ats":"greenhouse","slug":"stripe","companyName":"Stripe"}.

## `keywords` (type: `array`):

Optional terms to score, such as AI, security, platform, sales, enterprise, data, or customer success.

## `regions` (type: `array`):

Optional location terms to score, such as Remote, United States, Europe, Japan, London, or Singapore.

## `remoteOnly` (type: `boolean`):

Only include jobs whose public location mentions remote, anywhere, or distributed.

## `sinceDays` (type: `integer`):

Jobs updated or created within this many days are treated as new hiring signals.

## `maxJobs` (type: `integer`):

Maximum normalized public jobs to analyze per company before scoring.

## `reportTier` (type: `string`):

Choose the public launch tier. Watch summary is proof-gated and not selectable publicly.

## `maxReports` (type: `integer`):

Maximum report groups to charge. This Actor currently creates one combined report per run.

## `maxChargeUsd` (type: `number`):

Hard safety cap. If the selected report would exceed this cap, the Actor returns a no-charge limit\_reached summary.

## `demoMode` (type: `boolean`):

Return a no-charge sample preview without calling public job board APIs.

## `dryRun` (type: `boolean`):

Return a no-charge previewReport and nextRunInput.

## `sourceDatasetId` (type: `string`):

Advanced only. Optional future hook for prepared company rows; not needed for first run.

## Actor input object example

```json
{
  "companies": [
    {
      "ats": "greenhouse",
      "slug": "stripe",
      "companyName": "Stripe"
    }
  ],
  "keywords": [
    "AI",
    "data",
    "security",
    "platform"
  ],
  "regions": [
    "Remote",
    "United States"
  ],
  "remoteOnly": false,
  "sinceDays": 30,
  "maxJobs": 150,
  "reportTier": "snapshot",
  "maxReports": 1,
  "maxChargeUsd": 9,
  "demoMode": false,
  "dryRun": false,
  "sourceDatasetId": ""
}
```

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {};

// Run the Actor and wait for it to finish
const run = await client.actor("taroyamada/ats-hiring-signal-report").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {}

# Run the Actor and wait for it to finish
run = client.actor("taroyamada/ats-hiring-signal-report").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{}' |
apify call taroyamada/ats-hiring-signal-report --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=taroyamada/ats-hiring-signal-report",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "ATS Hiring Signal Report",
        "description": "Turn public Greenhouse, Lever, and Ashby job boards into decision-ready hiring signal reports with role priorities, keyword matches, region signals, warnings, and next actions. No user API key required.",
        "version": "0.1",
        "x-build-id": "twOUb6a1bR8Gzxi3d"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/taroyamada~ats-hiring-signal-report/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-taroyamada-ats-hiring-signal-report",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/taroyamada~ats-hiring-signal-report/runs": {
            "post": {
                "operationId": "runs-sync-taroyamada-ats-hiring-signal-report",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/taroyamada~ats-hiring-signal-report/run-sync": {
            "post": {
                "operationId": "run-sync-taroyamada-ats-hiring-signal-report",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "companies": {
                        "title": "Public ATS companies",
                        "type": "array",
                        "description": "Public Greenhouse, Lever, or Ashby job boards to analyze. Example item: {\"ats\":\"greenhouse\",\"slug\":\"stripe\",\"companyName\":\"Stripe\"}.",
                        "default": [
                            {
                                "ats": "greenhouse",
                                "slug": "stripe",
                                "companyName": "Stripe"
                            }
                        ]
                    },
                    "keywords": {
                        "title": "Priority keywords",
                        "type": "array",
                        "description": "Optional terms to score, such as AI, security, platform, sales, enterprise, data, or customer success.",
                        "default": [
                            "AI",
                            "data",
                            "security",
                            "platform"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "regions": {
                        "title": "Priority regions",
                        "type": "array",
                        "description": "Optional location terms to score, such as Remote, United States, Europe, Japan, London, or Singapore.",
                        "default": [
                            "Remote",
                            "United States"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "remoteOnly": {
                        "title": "Remote only",
                        "type": "boolean",
                        "description": "Only include jobs whose public location mentions remote, anywhere, or distributed.",
                        "default": false
                    },
                    "sinceDays": {
                        "title": "Recent job window days",
                        "minimum": 1,
                        "maximum": 365,
                        "type": "integer",
                        "description": "Jobs updated or created within this many days are treated as new hiring signals.",
                        "default": 30
                    },
                    "maxJobs": {
                        "title": "Max jobs per company",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "Maximum normalized public jobs to analyze per company before scoring.",
                        "default": 150
                    },
                    "reportTier": {
                        "title": "Report tier",
                        "enum": [
                            "snapshot",
                            "signal_report"
                        ],
                        "type": "string",
                        "description": "Choose the public launch tier. Watch summary is proof-gated and not selectable publicly.",
                        "default": "snapshot"
                    },
                    "maxReports": {
                        "title": "Max reports",
                        "minimum": 1,
                        "maximum": 5,
                        "type": "integer",
                        "description": "Maximum report groups to charge. This Actor currently creates one combined report per run.",
                        "default": 1
                    },
                    "maxChargeUsd": {
                        "title": "Max charge USD",
                        "minimum": 0,
                        "maximum": 100,
                        "type": "number",
                        "description": "Hard safety cap. If the selected report would exceed this cap, the Actor returns a no-charge limit_reached summary.",
                        "default": 9
                    },
                    "demoMode": {
                        "title": "Demo mode",
                        "type": "boolean",
                        "description": "Return a no-charge sample preview without calling public job board APIs.",
                        "default": false
                    },
                    "dryRun": {
                        "title": "Dry run",
                        "type": "boolean",
                        "description": "Return a no-charge previewReport and nextRunInput.",
                        "default": false
                    },
                    "sourceDatasetId": {
                        "title": "Advanced source dataset ID",
                        "type": "string",
                        "description": "Advanced only. Optional future hook for prepared company rows; not needed for first run.",
                        "default": ""
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```