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Products that do what LinkedIn Job Scam Detector – Catch fake recruiters and job scams does

Taken from David Dodda's blog post yesterday: "Verify everything. Real LinkedIn profile doesn't mean real person. Real company doesn't mean real opportunity." His story (How I almost got hacked by a job interview - https://news.ycombinator.com/item?id=45591707) shows how easy it is to fall for professional-looking LinkedIn scams. We built a tool that checks the job posting, the recruiter profile and the company's company pages for red flags. all in one straightforward report. try it here: https://scamai.com/detect/jobs sample report:…

  1. 1

    Verify social accounts as real as you browse

    2024 · notcommon.com

  2. 2

    Figure out how likely an entrepeneur is to commit fraud

    2025

  3. 3JB

    I have some friends who were laid off and are on the job hunt. We were all quite surprised to learn that LinkedIn does not have a "view jobs only at companies where I have connections", so I built https://jobsbyreferral.com/ It's powered by https://rapidapi.com/letscrape-6bRBa3QguO5/api/jsearch, which is a little pricey, so I'm trying to decide whether to put more effort into the project (I'd have to charge _something_ to offset the costs).

    2025 · jobsbyreferral.com

  4. 4

    Free tool to fix your LinkedIn to get found by AI recruiters

    May 2026 · tools.crustdata.com

  5. 5
    Ghostedd198

    Report companies who ghosted you

    2024

  6. 6

    Find out if a job listing is fake-remote, a scam, or ancient

    Jul 2026 · detector.beachcommute.com

  7. 7

    Automate remote job seeking & unbiased sourcing

    2023

  8. 8

    Right-click on a profile picture and reveal if it's fake

    2022

  9. 9

    Your LinkedIn looks like a resume. We fix that.

    Jan 2026

  10. 10

    Track your job hunt — and catch scams before they catch you.

    Jun 2026 · elescorner.com

  11. 11

    LinkedIn post analyzer that shows what's killing your reach

    Jan 2026 · youscan.io

  12. 12JC

    My friend and I got tired of job hunting (347 applications, 4 responses) so we built AI agents to help job seekers instead of replacing them. The problem: 73% of applications never reach humans, 250+ people apply to each job, but 85% of positions are filled through networking. Our solution: AI agents that find hiring managers for any LinkedIn job, analyze your profile fit, and generate personalized outreach messages. Instead of competing with hundreds in the application pile, you reach decision-makers directly. Technical bits: LangChain + OpenAI for job parsing, Next.js + Supabase, custom…

    2025 · jobcompass.ai

  13. 13GL

    Hello everyone, I got laid off last year and during the job hunt, I kept running into ghost jobs, these listings that never lead anywhere. Super frustrating. After some point, I started tracking company behavior across job boards. It snowballed into a little web app where you can actually see how companies are hiring — or pretending to. It's free, early stage, UI is a bit rough, but here’s what some info it shows per company: -Job boards they post on -ATS system they use -Median salary by role -Post frequency + how old the listings are -Skills and degree requirements -Track all existing…

    2025 · app.ghostjobs.io

  14. 14

    Auto-label LinkedIn invitations: recruiters, spam, or real

    Jan 2026 · chromewebstore.google.com

  15. 15

    Find high-intent leads across Reddit, X, and LinkedIn

    Dec 2025

  16. 16

    Is this job listing real or a scam? Free cited verdict here.

    Jun 2026

  17. 17

    JobScamScore - Stop job scams before they stop you.

    Feb 2026 · jobscamscore.com

  18. 18IB

    2025 · scamchecknow.com

  19. 19GD
  20. 20

    Detect fake recruiters before they scam you.

    Feb 2026 · recruscam.fr

  21. 21

    AI LinkedIn profile Audit: Optimize for Sales & Hiring

    Jan 2026 · profileaudit.io

  22. 22

    Is that linked in remote job actually remote?

    Jan 2026

  23. 23

    Job finder

    Feb 2026 · chromewebstore.google.com

  24. 24

    Humanizing Hiring - Removing Noise

    Jun 2026 · scoutai.site

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