Whitespace.
See who already built your idea — and the space they left open.

CLUSTER JOB-POSTINGS-DETECTS · 8 ENTRIES · EARLIEST ENTRY 2026-09-19

Recruitment scam detection tools

This cluster is made up of AI/ML tools that detect recruitment scams by analyzing job postings, internship offers, emails, and documents for fraud patterns, then score, flag, or report on suspicious content. Its dated history is too thin to read a shape from -- it predates the index or its members are undated. On the activity signal, Unclone-Hackathon leads, followed by tensorforge-team-claptac and CareerShield-AI; all are at 0 stars.

Entry timeline

ENTRY TIMELINE

SEP 2026: 1OCT 2026: 7
SEP 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 1 ai-built · 2 hand-coded · 5 unlabelled

Operator · 5 hobby · 3 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 8 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01tensorforge-team-claptac0★1 day—ai-builtApp that flags fraudulent job, visa, and migration offers targeting Sri Lankans and tracks shifts in scam tactics.
  2. 02CareerShield-AI0★11 days—hand-codedhobbyAI web application that detects fake internship and job postings and generates explainable safety reports for job seekers.
  3. 03ScamHire0★29 days—hobbyPlatform that detects recruitment scams by analyzing job postings, emails, and documents for risk signals and scoring them.
  4. 04recruitment-flow-detection0★2 days—hobbyMachine learning app that screens job advertisements for scams and flags suspicious postings to protect job seekers.
  5. 05Unclone-Hackathon0★2 days—hobbyWeb app that analyzes recruitment voice notes for deepfake audio and scam language, giving students a risk assessment and safety recommendations.
  6. 06FixedJob0★6 days—hobbyJob search platform that automates applications across job boards, tracks interview stages and recruiter emails, and flags fraudulent postings.
  7. 07recruitscamdetector0★7 days—hand-codedAI app that detects recruitment scams by analyzing job postings and internship offers for fraud patterns.
  8. 08shortlist0★11 days—Job-search tool that flags scam and ghost job postings and helps job seekers get shortlisted.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.