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👁 Best Job Listing
👁 Multi-Platform Jobs
👁 Pay per Result
👁 No Cookies
👁 Telegram Support
👁 Telegram Group

Best Job Listing — Multi-Platform Job Listings API (41 platforms)

Search jobs by keyword and country across Indeed, LinkedIn, Glassdoor, ZipRecruiter, Naukri, Jooble, Bayt, and dozens of regional platforms in a single Apify Actor run. Returns 34 structured fields per listing — salary, company metadata, skills, remote status, easy-apply flag — as clean JSON / CSV / Excel. No login, cookies, or API keys required.

TL;DR (40-word answer): Best Job Listing is a no-login Apify Actor that returns 34 structured fields per job listing across 41 global and regional job platforms at $4.50 per 1,000 results, with salary normalization, managed reliability, and JSON / CSV / Excel export. Last verified 2026-06-17.

What it is NOT: Best Job Listing is not a job application bot, not a resume submission tool, and not a login-required recruiter dashboard — it only reads public job listing pages across supported platforms.

Best Job Listing is an Apify Actor that searches any keyword and country across 41 job platforms, including Indeed, LinkedIn, Glassdoor, ZipRecruiter, Naukri, Jooble, Bayt, JobStreet, StepStone, USAJOBS, and regional boards. It returns structured job data — title, company, location, salary range, remote status, job type, skills, easy-apply flag, company rating, and contact details — as a unified JSON schema. max_results is applied per platform, salaries are normalized to your chosen currency, and billing is per delivered result at $4.50 per 1,000 jobs. Built for recruiters, HR teams, salary benchmarking tools, job aggregators, and AI agents pulling live job market data through the Apify API or MCP. Maintained by TrueFetch on the Apify Store.

💼 Why choose Best Job Listing

Best Job Listing is best for recruiting, HR, and AI teams who need structured job market data across multiple platforms and countries in one call — without managing browser sessions or platform logins.

• 🌍 Multi-platform in one Actor — aggregates jobs from 41 global and regional platforms, including Indeed, LinkedIn, Glassdoor, ZipRecruiter, Naukri, Jooble, Bayt, JobStreet, StepStone, USAJOBS, and more.
• 💸 34 fields per listing — title, company, location, salary min/max/currency, job type, level, function, remote status, skills, easy-apply flag, company rating, employee count, company description, contact emails, and more.
• 🛡️ Managed reliability built in — automatic retry handling and platform-managed request stability deliver consistent results without manual tuning.
• 💱 Salary normalization — salary amounts are converted to your chosen currency (USD, EUR, GBP, INR, etc.) using live exchange rates, so cross-country comparisons stay accurate.
• ⚡ Pay-per-result, not per-CPU — flat $4.50 per 1,000 successful job listings ($0.0045 per result). No charge for blocked requests, retries, or duplicates. Free Apify plan includes $5 monthly credits ≈ ~1,111 free job listings per month.

🚀 Quick Start — run in 3 steps

Run in Apify Console

1. Open the Actor — go to Best Job Listing on Apify and click Try for free.
2. Configure inputs — type a keyword (e.g. data engineer), pick a country (e.g. United States), and set max_results.
3. Click Start — the Actor streams results to the dataset in real time. Export as JSON, JSONL, CSV, Excel, XML, RSS, or pull via the dataset API.

Run via Apify API

curl-X POST "https://api.apify.com/v2/acts/TrueFetch~best-job-search/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN"\
-H"Content-Type: application/json"\
-d'{
 "keyword": "data engineer",
 "country": "United States",
 "max_results": 100
 }'

Run via MCP (for AI agents)

Best Job Listing is callable from Claude, ChatGPT, Cursor, and any MCP-compatible client through the Apify MCP Server. Reference the Actor as TrueFetch/best-job-search and pass the same JSON input as above.

⚙️ Input parameters

Default behavior: the Actor queries all applicable platforms for the given country and keyword, deduplicates by platform_url or official_url, and streams results to the default dataset. Optional filters such as distance, posted_since, and job_type are applied only when provided and only on platforms that support the corresponding filter.

{
"keyword":"product manager",
"country":"United Kingdom",
"max_results":200,
"job_type":"fulltime",
"posted_since":"1 month",
"currency":"GBP"
}

📦 Output dataset

Each run writes structured job objects to the default Apify dataset, exportable as JSON, JSONL, CSV, Excel, XML, RSS, or via the dataset API.

Sample output

{
"processor":"https://apify.com/truefetch/best-job-listing",
"processed_at":"2026-05-02T10:00:00+00:00",
"platform":"Indeed",
"platform_url":"https://www.indeed.com/viewjob?jk=abc123",
"official_url":"https://careers.acmecorp.com/jobs/456",
"title":"Senior Data Engineer",
"posted_date":"2026-04-28",
"location":"New York, NY",
"is_remote":false,
"job_type":"fulltime",
"job_level":"Senior",
"salary_period":"yearly",
"salary_minimum":120000,
"salary_maximum":160000,
"salary_currency":"USD",
"easy_apply":true,
"company_name":"Acme Corp",
"company_rating":4.2,
"employee_count":"1001 to 5000",
"company_industry":"Technology"
}

💡 Use cases

For recruiters building candidate sourcing pipelines

Aggregate job listings from Indeed, LinkedIn, and Glassdoor for a target role and country in one run. Use posted_since: 2 weeks to capture fresh postings and filter by job_type and is_remote. Export to Excel or push via Webhook to your ATS.

For HR teams running salary benchmarking

Pull salary_minimum, salary_maximum, and salary_currency across hundreds of roles in multiple countries. The currency input normalizes all amounts to one currency for side-by-side comparison across regions.

For job aggregators and career platforms

Schedule the Actor daily or weekly per keyword + country combination to keep your job feed fresh. Deduplicate on platform_url or official_url and publish structured listings with company logos, descriptions, and ratings.

For AI agents and workforce analytics tools

Call the Actor via the Apify API or MCP server to answer queries like "What do senior Python engineers earn in Germany?" Ground LLM responses with live salary and listing data from salary_minimum, salary_maximum, job_level, and company_rating.

💰 Pricing, limits, and performance

You are billed only for successfully scraped, deduplicated job listings. Blocked requests, retries, and duplicates are not billed.

⚖️ Compared with alternatives

Verdict. Use Best Job Listing when you need multi-platform job data without applying for restricted API access or managing browser sessions. LinkedIn Jobs API and Indeed Publisher API can be free within quotas if you qualify; this Actor wins on cross-platform coverage, salary normalization, and zero setup time.

⚠️ Common mistakes to avoid

1. Omitting location on broad keywords. Without a location, the Actor searches the entire country. For role-specific pipelines, set location to a city (e.g. London) and distance to a supported radius for tighter targeting.
2. Treating max_results as a run-wide cap. max_results is applied per platform, so a multi-platform run can return more than max_results total listings.
3. Assuming every platform supports every filter. posted_since, distance, remote_only, and job_type are best-effort filters. Some platforms ignore filters they do not expose.
4. Not normalizing salary_currency. If you compare salary data across countries without setting a common currency, you will see figures in different currencies that are not comparable.
5. Treating salary_minimum / salary_maximum as guaranteed. Many listings do not publish salary. Always check for null values and handle them in your pipeline.

🛠️ Troubleshooting

❓ FAQ

What data does Best Job Listing return?

Best Job Listing returns 34+ structured fields per job listing: processor, processed_at, platform, platform_url, official_url, title, posted_date, location, is_remote, description, job_type, job_level, job_function, listing_type, skills, work_from_home, vacancy_count, experience_range, salary_period, salary_minimum, salary_maximum, salary_currency, easy_apply, company_name, company_type, company_founded, company_industry, company_url, company_website, company_logo, company_addresses, company_revenue, company_description, company_rating, employee_count, review_count, emails, phones, and social_links.

How much does Best Job Listing cost?

Best Job Listing uses pay-per-result pricing at $0.0045 per job listing, or $4.50 per 1,000 listings. The Apify Free plan includes $5 of monthly platform credits, covering approximately 1,111 free listings per month. Blocked requests, retries, and duplicates are not billed.

Which platforms does Best Job Listing support?

The Actor aggregates jobs from 41 global and regional platforms, including Indeed, LinkedIn, Glassdoor, ZipRecruiter, Naukri, Jooble, Bayt, JobStreet, Glints, StepStone, Reed, Totaljobs, CV-Library, VDAB, HelloWork, InfoJobs, Job Bank, Jobs.ch, Pracuj.pl, Talent.com, USAJOBS, and more. Platform selection is automatic based on the country input, or you can pass platforms to narrow the run.

Does Best Job Listing require a login or API key?

No. Best Job Listing reads public job listing pages without any platform account, cookies, or API key. Only an Apify token is needed to invoke the Actor.

Can I filter by remote jobs only?

Yes. Set remote_only: true in your input to return only remote job listings. You can also filter results by is_remote: true in a downstream query.

Can I export results to CSV or Excel?

Yes. Every run writes to the Apify default dataset, exportable as JSON, JSONL, CSV, Excel, XML, RSS, or fetched via https://api.apify.com/v2/datasets/<dataset-id>/items.

Can I schedule Best Job Listing to monitor job postings automatically?

Yes. Use Apify Schedules to run the Actor daily or weekly. Combine with Webhooks to push new listings to Make, Zapier, n8n, Slack, Google Sheets, or your ATS the moment a run finishes.

What is the maximum number of listings per platform?

max_results must be at least 10 and is applied per platform. For example, max_results: 50 across five selected platforms can return up to 250 listings before deduplication and platform availability limits.

🔌 Integrations

Best Job Listing plugs straight into the Apify ecosystem:

• Schedules — run daily or weekly to capture fresh job postings (docs).
• Webhooks — POST results to your endpoint on ACTOR.RUN.SUCCEEDED (docs).
• Apify API — run-sync-get-dataset-items for blocking calls, runs for async (docs).
• MCP Server — call the Actor from Claude, ChatGPT, or Cursor agents (docs).
• No-code — Make, Zapier, n8n, Pipedream, Google Sheets, Airtable.

🧱 Sister Actors from TrueFetch

Jobs

• Best Job Listing
• Glassdoor Job Listing
• Glints Company Profile
• Glints Job Listing
• Indeed Job Listing
• JobStreet Company Profile
• JobStreet Job Listing
• LinkedIn Job Listing
• StepStone Company Profile
• StepStone Job Listing

Shopping & Deals

• Amazon Product Listing
• Amazon Store Profile
• Argos Product Listing
• ASOS Product Listing
• eBay Listing
• eBay Seller Profile
• Flipkart Product Listing
• John Lewis Product Listing
• Lidl Product Listing
• Magalu Product Listing
• MediaMarkt Product Listing
• Mercado Livre Product Listing
• Nykaa Product Listing
• OTTO Product Listing
• Target Product Listing
• TradeIndia Product Listing
• TradeIndia Supplier Profile
• Walmart Product Listing

Vehicles

• AutoTrader Car Listing
• AutoTrader Dealer Profile
• Cars.com Car Listing
• Cars.com Dealer Profile
• Webmotors Car Listing

Real Estate

• MagicBricks Builder Profile
• MagicBricks Property Listing
• US Property Listing
• Zillow Property Listing

Local Business & Food

• BBB Business Profile
• BBB Review
• Google Maps Business Listing
• Reclame Aqui Company Profile
• Zomato Restaurant Menu
• Zomato Restaurant Listing

Classifieds

• Kleinanzeigen Listing
• Kleinanzeigen Seller Profile
• OLX Listing
• OLX Seller Profile

Social Media

• LinkedIn Company Profile
• LinkedIn Person Profile
• Instagram Explore Post Post
• Instagram Profile Post
• Instagram Profile
• Reddit Community Post
• Reddit Community Profile
• Reddit Community Member
• Reddit Post Search
• Reddit User Profile
• Social Media Marketing
• Telegram Channel Message
• Telegram Group Member
• Telegram Profile
• X Community Profile
• X User Profile

Videos & Text

• Best Video Downloader
• Instagram Video Transcript
• TikTok Live Recorder
• TikTok Video Downloader
• TikTok Profile Video
• Video Subtitles Downloader
• Video To Text
• YouTube Niche Listing
• YouTube Video Downloader

Content & Articles

• Medium Article
• Medium Writer Profile

📞 Support, changelog, last updated

Support

• 💬 Telegram Group: t.me/TrueFetch
• 📧 Direct support: t.me/AiAgentApi
• 📖 Actor page & docs: apify.com/truefetch/best-job-listing

Maintained by TrueFetch on the Apify Store.

Cost of doing nothing: building and maintaining an in-house multi-platform job scraping pipeline can consume recurring engineering time for infrastructure, monitoring, parser drift across Indeed, LinkedIn, and Glassdoor, and ongoing maintenance — before you ship a single business feature. Best Job Listing replaces that line item with a metered $0.0045-per-listing invoice and zero on-call. → Try it free with $5 of Apify credits.

Changelog

• 2026-05-02 — README rewritten for SEO + GEO; documented all 34+ output fields, full pricing, troubleshooting matrix, and FAQ.
• 2026-04 — Added Bayt support for Gulf countries (Kuwait, Qatar, Bahrain, Oman, Saudi Arabia, UAE).
• 2026-03 — Improved salary normalization with live exchange rate integration.
• 2026-02 — Initial release: multi-platform job search across Indeed, LinkedIn, Glassdoor.

{
"@context":"https://schema.org",
"@graph":[
{
"@type":"WebSite",
"@id":"https://apify.com/truefetch/best-job-listing#website",
"url":"https://apify.com/truefetch/best-job-listing",
"name":"Best Job Listing",
"inLanguage":"en-US",
"publisher":{"@id":"https://apify.com/TrueFetch#publisher"}
},
{
"@type":"WebPage",
"@id":"https://apify.com/truefetch/best-job-listing#webpage",
"url":"https://apify.com/truefetch/best-job-listing",
"name":"Best Job Listing — Multi-Platform Job Listings API (41 platforms)",
"inLanguage":"en-US",
"isPartOf":{
"@id":"https://apify.com/truefetch/best-job-listing#website"
},
"datePublished":"2026-02-01T00:00:00+00:00",
"dateModified":"2026-06-17T00:00:00+00:00",
"speakable":{
"@type":"SpeakableSpecification",
"cssSelector":["h1","blockquote"]
},
"about":{
"@id":"https://apify.com/truefetch/best-job-listing#software"
}
},
{
"@type":"Organization",
"@id":"https://apify.com/TrueFetch#author-TrueFetch",
"name":"TrueFetch",
"url":"https://apify.com/TrueFetch",
"sameAs":["https://t.me/AiAgentApi","https://t.me/TrueFetch"],
"knowsAbout":[
"job scraping",
"salary data extraction",
"Apify Actors",
"web data reliability"
]
},
{
"@type":"SoftwareApplication",
"@id":"https://apify.com/truefetch/best-job-listing#software",
"name":"Best Job Listing",
"description":"Apify Actor that searches job listings by keyword and country across 41 global and regional job platforms and returns 34+ structured fields as JSON / CSV / Excel. Pay-per-result at $4.50 per 1,000 listings.",
"applicationCategory":"BusinessApplication",
"applicationSubCategory":"Web Scraping API",
"operatingSystem":"Web, Cloud",
"url":"https://apify.com/truefetch/best-job-listing",
"softwareVersion":"1.0",
"datePublished":"2026-02-01",
"dateModified":"2026-06-17",
"inLanguage":"en-US",
"mainEntityOfPage":{
"@id":"https://apify.com/truefetch/best-job-listing#webpage"
},
"featureList":[
"Multi-platform aggregation across 41 global and regional job platforms",
"34+ structured output fields per listing (title, company, salary, remote, skills, contact info)",
"Salary normalization to your chosen currency using live exchange rates",
"Up to 10,000 listings per platform, billed only on successful results",
"Managed request reliability with automatic retry handling",
"No platform login, cookies, or API key required",
"Export to JSON, JSONL, CSV, Excel, XML, RSS, or Apify dataset API",
"Native Apify integrations: Schedules, Webhooks, MCP server, Make, Zapier, n8n",
"Pay-per-result pricing at $0.0045 per job listing"
],
"offers":{
"@type":"Offer",
"price":"4.50",
"priceCurrency":"USD",
"priceSpecification":{
"@type":"UnitPriceSpecification",
"price":"4.50",
"priceCurrency":"USD",
"referenceQuantity":{
"@type":"QuantitativeValue",
"value":"1000",
"unitText":"listings"
}
},
"availability":"https://schema.org/InStock"
},
"author":{"@id":"https://apify.com/TrueFetch#author-TrueFetch"},
"publisher":{"@id":"https://apify.com/TrueFetch#publisher"}
},
{
"@type":"Organization",
"@id":"https://apify.com/TrueFetch#publisher",
"name":"TrueFetch",
"url":"https://apify.com/TrueFetch",
"sameAs":["https://t.me/TrueFetch","https://t.me/AiAgentApi"],
"knowsAbout":[
"web scraping",
"job data",
"salary benchmarking",
"Apify Actors"
]
},
{
"@type":"FAQPage",
"mainEntity":[
{
"@type":"Question",
"name":"What data does Best Job Listing return?",
"acceptedAnswer":{
"@type":"Answer",
"text":"Best Job Listing returns 34+ structured fields per job listing including title, platform, salary range, remote status, company details, skills, and contact info."
}
},
{
"@type":"Question",
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}
},
{
"@type":"Question",
"name":"Which platforms does Best Job Listing support?",
"acceptedAnswer":{
"@type":"Answer",
"text":"The Actor aggregates jobs from 41 global and regional platforms, including Indeed, LinkedIn, Glassdoor, ZipRecruiter, Naukri, Jooble, Bayt, JobStreet, StepStone, USAJOBS, and more. Platform selection is automatic based on the country input, or can be narrowed with the platforms input."
}
},
{
"@type":"Question",
"name":"Does Best Job Listing require a login?",
"acceptedAnswer":{
"@type":"Answer",
"text":"No. Best Job Listing reads public job listing pages without any platform account, cookies, or API key."
}
},
{
"@type":"Question",
"name":"Can I schedule Best Job Listing to run automatically?",
"acceptedAnswer":{
"@type":"Answer",
"text":"Yes. Use Apify Schedules to run the Actor daily or weekly, and Webhooks to push new listings to Make, Zapier, n8n, Google Sheets, or your ATS the moment a run finishes."
}
}
]
},
{
"@type":"HowTo",
"name":"How to extract job listings with Best Job Listing",
"step":[
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"@type":"HowToStep",
"position":1,
"name":"Open the Actor",
"text":"Go to apify.com/truefetch/best-job-listing and click Try for free."
},
{
"@type":"HowToStep",
"position":2,
"name":"Configure inputs",
"text":"Enter a keyword (e.g. data engineer), pick a country, and set max_results. Optionally set platforms, remote_only, location, distance, job_type, and posted_since filters."
},
{
"@type":"HowToStep",
"position":3,
"name":"Start the run and export",
"text":"Click Start. The Actor streams results to the dataset. Export as JSON, JSONL, CSV, Excel, XML, RSS, or pull via the dataset API."
}
]
},
{
"@type":"BreadcrumbList",
"itemListElement":[
{
"@type":"ListItem",
"position":1,
"name":"Apify",
"item":"https://apify.com"
},
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"@type":"ListItem",
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"name":"Jobs",
"item":"https://apify.com/store?category=JOBS"
},
{
"@type":"ListItem",
"position":3,
"name":"Best Job Listing",
"item":"https://apify.com/truefetch/best-job-listing"
}
]
}
]
}

Last Updated: May 2, 2026 Schema version: 1.1 Maintained by: TrueFetch · 💬 Telegram Group · 📧 Support