Blog
Data-driven posts on ghost jobs, fake postings, AI hiring filters, and what actually works when you're job searching. Grounded in the live job pool we track across every major board.
Employers build salary bands with real room inside them. Here's how to read that structure, find public comp benchmarks, and anchor your ask where the band actually flexes.
A ghost job is a real-looking posting nobody is actually being hired for. About 36% of postings we track score Low or Minimum Signal. Only about 15% score High. Here's what the patterns look like.
We tracked posting age across the live job pool we maintain to answer the question every job seeker eventually asks. The median is shorter than you think. The long tail is uglier than you think.
Honest review of where AI tools help job seekers and where they don't. Five categories, what each one solves, and why none of them solve the actual hardest problem on their own.