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Job Scam Detector & Trust Score for Job Postings

Try for free

Score job postings 0-100 for scam and ghost-job risk. For job boards, career centers and job seekers who scrape LinkedIn or Indeed. Flags upfront fees, fake checks, reshipping, task scams, chat-app interviews and stale postings, with evidence and FTC sources, plus the employer's H-1B filing history.

Pricing

from $2.00 / 1,000 results

Rating

0.0

(0)

Developer

Ultimate Foresight Inc

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

Categories

Jobs

Automation

Business

You can access the Job Scam Detector & Trust Score for Job Postings programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "jobs": [
<    {
<      "title": "Remote Administrative Assistant (No Experience)",
<      "companyName": "Global Logistics Partners",
<      "salary": "$45 - $55 an hour",
<      "location": "Remote",
<      "postedAt": "2 days ago",
<      "email": "hr.globallogisticspartners@gmail.com",
<      "description": "Work from home, no experience needed! You will receive a check to purchase your home office equipment from our approved vendor. Deposit the check and send the remaining balance via Zelle. Interview will be conducted via Telegram."
<    },
<    {
<      "title": "Software Engineer II",
<      "companyName": "Google",
<      "location": "Sunnyvale, CA",
<      "postedAt": "2026-10-14",
<      "salary": "$141,000 - $202,000 a year",
<      "applyUrl": "https://careers.google.com/jobs/results/123",
<      "companyWebsite": "https://google.com",
<      "description": "Minimum qualifications: Bachelor'\''s degree or equivalent practical experience. 2 years of experience with software development in one or more programming languages. About the job: our team builds the payments platform used by millions of merchants. You will design, test and launch services, review code, and work with product managers. The US base salary range for this full-time position is $141,000-$202,000 + bonus + equity + benefits."
<    }
<  ]
<}' |
<apify call ultimatemc/job-posting-trust-score --silent --output-dataset

Job Scam Checker: Is This Job Posting Real? API through CLI

The Apify CLI is the official tool that allows you to use Job Scam Detector & Trust Score for Job Postings locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

Job Scam Detector & Trust Score for Job Postings API in Python

Job Scam Detector & Trust Score for Job Postings API in JavaScript

Job Scam Detector & Trust Score for Job Postings OpenAPI definition

Job Scam Detector & Trust Score for Job Postings API

Validated Jobs Scraper: Dedup, No Ghost Jobs, Confidence Scored

jan_hilgard/validated-jobs-scraper

Job data with a correctness guarantee: per-field confidence, ghost-job filtering and cross-source dedup — never silently wrong, duplicated or expired. Reaches LinkedIn and ATS boards cookieless, gets through Cloudflare/DataDome, self-healing on layout shifts. Built on the data.hilgard.cz engine.

Jan Hilgard

Career Jobs Scraper API

orgupdate/career-jobs-scraper-api

Our Indeed, LinkedIn, and Google Jobs Scraper rolled into one. The most advanced enterprise-grade Career Jobs Scraper API. This job scraper API extracts real-time job postings at scale from any active job search results worldwide.

Orgupdate

Pay Band Calculator — Salary Ranges from Your Own Job Data

northbell/pay-band-calculator

Salary bands from job data you already have: median and p10-p90 yearly pay by department, seniority, title or location, split by currency. Give numbers or whole posting text; bonuses are not read as pay. For pay equity and offers. No scraping.

Northbell

H-1B Visa Sponsor Checker & Score for Job Listings

ultimatemc/h1b-visa-sponsor-score

Check if a company sponsors H-1B visas. Adds U.S. Department of Labor H-1B filing history (LCAs by fiscal year, certified rate, top job titles, median offered wage) and a 0-100 sponsor score to company names or any LinkedIn, Indeed or jobs dataset. For job seekers, recruiters and job boards.

Ultimate Foresight Inc

Ghost Job Detector — Stale, Reposted & Evergreen Job Check

northbell/ghost-job-detector

Check job data you already have for ghost jobs: open too long, reposted, re-dated, evergreen wording, closed but still listed, no pay. Every job gets a 0-100 score and the reason for each point, quoted from the posting. Works on any job scraper's rows. Nothing is scraped.

Northbell

LinkedIn Jobs Scraper

reefapi/linkedin-jobs-scraper

Scrape LinkedIn job postings as clean JSON — search jobs by keyword, location, date posted, experience, job type, workplace, salary, company and industry, plus full job detail, company profiles, jobs-by-company and similar jobs. No LinkedIn login needed. Job postings only, no personal data.

ReefAPI

YouTube Monetization Checker for Scripts & Titles

ultimatemc/youtube-script-monetization-checker

Check YouTube titles, descriptions, tags and scripts for words that can get a video demonetized, before you upload. For creators, editors and AI script tools. Flags profanity, violence, adult, drugs, firearms and sensitive topics, with likely ad state (yellow or red $), quote, timestamp and a fix.

Ultimate Foresight Inc

Indeed Job Scraper

shahidirfan/Indeed-Job-Scraper

Extract job listings from Indeed with job titles, company names, salaries, locations, descriptions, employment types, posting dates, and application URLs. Ideal for job market research, recruitment analytics, salary benchmarking, hiring trends, lead generation, and workforce insights.

Shahid Irfan

Job Posting Deduper & Scorer

knotted_tussock/job-posting-deduper-scorer

Clean, deduplicate, normalize, and score job posting data from multiple sources for job seekers, recruiters, career coaches, and AI job-search agents.