# Audit Job Aggregator Feeds for Dead Apply Links

**Use case:** 

Scan job aggregator rows in bulk, identify dead or unreachable apply links, and return a working official URL, status, confidence score, and evidence.

## Input

```json
{
  "rows": [
    {
      "jobId": "4430152298",
      "jobUrl": "https://www.linkedin.com/jobs/view/4430152298",
      "jobTitle": "Senior Director, Product Management, Slackforce",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "San Francisco, CA"
    },
    {
      "jobId": "4435386808",
      "jobUrl": "https://www.linkedin.com/jobs/view/4435386808",
      "jobTitle": "Slack Enterprise Account Executive - Amsterdam",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Amsterdam, North Holland, Netherlands"
    },
    {
      "jobId": "4420986388",
      "jobUrl": "https://www.linkedin.com/jobs/view/4420986388",
      "jobTitle": "Staff ML Engineer, Fine Tuning - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "San Francisco, CA"
    },
    {
      "jobId": "4420984550",
      "jobUrl": "https://www.linkedin.com/jobs/view/4420984550",
      "jobTitle": "Staff ML Engineer, Fine Tuning - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Seattle, WA"
    },
    {
      "jobId": "4420973985",
      "jobUrl": "https://www.linkedin.com/jobs/view/4420973985",
      "jobTitle": "Staff ML Engineer, Fine Tuning - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Atlanta, GA"
    },
    {
      "jobId": "4438535103",
      "jobUrl": "https://www.linkedin.com/jobs/view/4438535103",
      "jobTitle": "Sr. Software Engineer, Observability - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "San Francisco, CA"
    },
    {
      "jobId": "4438517796",
      "jobUrl": "https://www.linkedin.com/jobs/view/4438517796",
      "jobTitle": "Sr. Software Engineer, Observability - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Seattle, WA"
    },
    {
      "jobId": "4438533185",
      "jobUrl": "https://www.linkedin.com/jobs/view/4438533185",
      "jobTitle": "Sr. Software Engineer, Cloud Network - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Herndon, VA"
    },
    {
      "jobId": "4438515817",
      "jobUrl": "https://www.linkedin.com/jobs/view/4438515817",
      "jobTitle": "Sr. Software Engineer, Observability - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Atlanta, GA"
    },
    {
      "jobId": "4438516875",
      "jobUrl": "https://www.linkedin.com/jobs/view/4438516875",
      "jobTitle": "Sr. Software Engineer, Cloud Network - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "McLean, VA"
    },
    {
      "jobId": "4415520094",
      "jobUrl": "https://www.linkedin.com/jobs/view/4415520094",
      "jobTitle": "Staff/Sr. Software Engineer, Search Data Infrastructure - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Seattle, WA"
    },
    {
      "jobId": "4430135864",
      "jobUrl": "https://www.linkedin.com/jobs/view/4430135864",
      "jobTitle": "Staff Software Engineer, Android - Slack Productivity Mobile",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "San Francisco, CA"
    },
    {
      "jobId": "4430144364",
      "jobUrl": "https://www.linkedin.com/jobs/view/4430144364",
      "jobTitle": "Staff Software Engineer, Android - Slack Productivity Mobile",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "New York, NY"
    },
    {
      "jobId": "4415515163",
      "jobUrl": "https://www.linkedin.com/jobs/view/4415515163",
      "jobTitle": "Staff/Sr. Software Engineer, Search Data Infrastructure - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Dallas, TX"
    },
    {
      "jobId": "4431737559",
      "jobUrl": "https://www.linkedin.com/jobs/view/4431737559",
      "jobTitle": "Staff Software Engineer, Slack Desktop Client",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Atlanta, GA"
    },
    {
      "jobId": "4415504527",
      "jobUrl": "https://www.linkedin.com/jobs/view/4415504527",
      "jobTitle": "Staff/Sr. Software Engineer, Search Data Infrastructure - Slack",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Atlanta, GA"
    },
    {
      "jobId": "4430143399",
      "jobUrl": "https://www.linkedin.com/jobs/view/4430143399",
      "jobTitle": "Staff Software Engineer, Android - Slack Productivity Mobile",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Atlanta, GA"
    },
    {
      "jobId": "4432046425",
      "jobUrl": "https://www.linkedin.com/jobs/view/4432046425",
      "jobTitle": "Staff Software Engineer, Electron & Browser Infrastructure - Slack Desktop",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Seattle, WA"
    },
    {
      "jobId": "4432038613",
      "jobUrl": "https://www.linkedin.com/jobs/view/4432038613",
      "jobTitle": "Staff Software Engineer, Electron & Browser Infrastructure - Slack Desktop",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "San Francisco, CA"
    },
    {
      "jobId": "4432040484",
      "jobUrl": "https://www.linkedin.com/jobs/view/4432040484",
      "jobTitle": "Staff Software Engineer, Electron & Browser Infrastructure - Slack Desktop",
      "companyName": "Slack",
      "companyUrl": "https://www.linkedin.com/company/tiny-spec-inc",
      "location": "Seattle, WA"
    }
  ],
  "maxItems": 20,
  "autoDiscoverCompanyWebsite": true,
  "useReaderFallback": true,
  "maxSearchQueries": 3,
  "maxCandidates": 6,
  "maxBridgePages": 3
}
```

## Output

```json
{
  "status": {
    "label": "Decision",
    "format": "string"
  },
  "safeToPublish": {
    "label": "Safe to publish",
    "format": "boolean"
  },
  "title": {
    "label": "Job title",
    "format": "string"
  },
  "company": {
    "label": "Company",
    "format": "string"
  },
  "location": {
    "label": "Location",
    "format": "string"
  },
  "actionUrl": {
    "label": "Safe action URL",
    "format": "string"
  },
  "confidence": {
    "label": "Confidence",
    "format": "number"
  },
  "sourceProvider": {
    "label": "Source",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [LinkedIn Ghost Job Detector & Checker - Apply Link Verifier](https://apify.com/kamerozkan/linkedin-job-apply-link-verifier) with a specific input configuration. Visit the [Actor detail page](https://apify.com/kamerozkan/linkedin-job-apply-link-verifier) to learn more, explore other use cases, and run it yourself.


## 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.
This Task's input is already configured above — use it as-is rather than inventing a new one.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/kamerozkan/linkedin-job-apply-link-verifier.md

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).