Checking LinkedIn, Indeed and company career pages one by one is slow, and scraping LinkedIn directly needs a login. Google Jobs already collects postings from those sites; this tool returns them as data, and when the same job is listed on several sites you get every link to apply.
via), posting age.applyOptions: every site where the job is listed (LinkedIn, Indeed…) with its URL.from apify_client import ApifyClient # pip install apify-client
client = ApifyClient("<YOUR_APIFY_TOKEN>")
run = client.actor("fguiraud/job-postings-aggregator").call(run_input={
"queries": [
"data analyst"
],
"location": "Chicago",
"maxJobsPerQuery": 20,
"maxDaysOld": 7
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item["title"], "|", item["company"], "|", [o["source"] for o in item.get("applyOptions") or []])
No Python? Open the Actor page, paste your input in the form and press Start; results export to JSON, CSV or Excel.
Fields from a real run on 2026-10-13 (long values shortened):
{
"title": "Data Analyst - Business Intelligence",
"company": "DRW",
"location": "Chicago, IL",
"via": "Indeed",
"postedAt": "5 days ago",
"salary": "$100K–$130K a year",
"salaryMin": 100000,
"salaryMax": 130000,
"employmentType": "Full-time",
"applyOptions": [
{
"source": "Indeed",
"url": "https://www.indeed.com/viewjob?jk=7ab62c2d61842334&utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic"
},
{
"source": "LinkedIn",
"url": "https://www.linkedin.com/jobs/view/data-analyst-business-intelligence-at-drw-4476905417?utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic"
},
{
"source": "Dice",
"url": "https://www.dice.com/job-detail/a39feab3-ded4-4cf9-b267-29ab0ae76cf2?utm_campaign=google_jobs_apply&utm_source=google_jobs_apply&utm_medium=organic"
},
"..."
]
}
$0.003 per job (plus a run start of $0.001 per GB of memory). Failed searches, filtered jobs and jobs already delivered are not charged.
Does it log in to LinkedIn?
No. It reads public postings shown on Google Jobs and links to the original listings.
Which sites appear?
Whatever Google Jobs indexes for the search: in a Chicago data analyst run, LinkedIn, Indeed, Monster, CareerBuilder, Built In Chicago and company career sites.
Can an AI agent use it?
Yes. It is an MCP server at https://mcp.apify.com/?tools=fguiraud/job-postings-aggregator (listed in the official MCP registry), and there is an agent skill for Claude Code, Codex and Cursor. Field-name guesses such as url or urls are accepted.