# Weekly hiring watchlist for 10 competitors

**Use case:** 

Track what your competitors open and close on their job boards each week, with a one-word verdict: expanding, contracting or steady. $8 per 1,000.

## Input

```json
{
  "companySlugs": [
    "ramp",
    "brex",
    "mercury",
    "navan",
    "airbase",
    "expensify",
    "spendesk",
    "pleo",
    "payhawk",
    "moss"
  ],
  "mode": "signal",
  "testRun": false,
  "onlyFound": false,
  "includeKeywords": [],
  "excludeKeywords": [],
  "hiringForGroups": [
    "sales: sales, account executive, business development, sdr, bdr, account manager, revenue",
    "engineering: engineer, developer, software, devops, sre, data scientist, machine learning, architect",
    "marketing: marketing, demand generation, growth, content, brand, seo, communications",
    "customer-success: customer success, customer experience, customer support, technical support, implementation, onboarding, solutions consultant",
    "executive: chief, head of, vp, vice president, director, president"
  ],
  "deltaMode": true,
  "deltaName": "competitors-weekly",
  "signals": true,
  "columns": [
    "greenhouse",
    "lever",
    "ashby",
    "workable",
    "smartrecruiters",
    "personio"
  ],
  "maxConcurrency": 5
}
```

## Output

```json
{
  "query": {
    "label": "Company slug submitted",
    "format": "string"
  },
  "signal": {
    "label": "Signal",
    "format": "string"
  },
  "signalReason": {
    "label": "Why",
    "format": "string"
  },
  "openRoles": {
    "label": "Open roles",
    "format": "number"
  },
  "newRolesSinceLastRun": {
    "label": "New roles",
    "format": "number"
  },
  "closedRolesSinceLastRun": {
    "label": "Closed roles",
    "format": "number"
  },
  "growthPct": {
    "label": "Growth %",
    "format": "number"
  },
  "newRoleClusters": {
    "label": "New roles by family",
    "format": "object"
  },
  "topDepartments": {
    "label": "Top departments",
    "format": "array"
  },
  "comparedToRunAt": {
    "label": "Compared to run at",
    "format": "string"
  },
  "scrapedAt": {
    "label": "Checked at",
    "format": "string"
  }
}
```

## About this Actor

This example demonstrates how to use [ATS Jobs Unified Lookup: unified ATS job scraper from $4/1k](https://apify.com/accountable_eel/ats-jobs-unified-lookup.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/accountable_eel/ats-jobs-unified-lookup.md) 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/accountable_eel/ats-jobs-unified-lookup.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).
