904 jobs. 11 worth applying to.

In early 2025, I got laid off. Not for performance. The company restructured and my role was one of the ones that disappeared overnight.

The next morning I did what everyone does: opened LinkedIn and Indeed. Within a week I was spending 4 hours a day just searching. I had spreadsheets tracking which jobs I'd seen on which board. I was copying and pasting job descriptions into ChatGPT to figure out if they were actually senior-level or just titled that way.

The tools that were supposed to help made things worse. Auto-apply services sent my resume to jobs I'd never have chosen, and I started getting rejection emails from companies I didn't recognize. “Smart alerts” from job boards were just keyword matches. A notification for every “Product Manager” listing in the country, regardless of seniority, compensation, or whether the company was even real.

So I built what I actually needed: a system that reads every listing on the boards I care about, and scores each one against my actual profile. Not just keywords. Seniority fit, compensation range, company quality, growth potential, geography, the whole picture. Then it only shows me the ones worth my time.

The first time I ran it, it scanned 904 job descriptions and returned 11. I applied to 3 of them that week. Two led to interviews.

That filter rate, 98.8% of jobs eliminated before I saw them, is something a human can't match at 4 hours a day. The AI scores across 8 dimensions with weighted reasoning for each one, so you don't just get a yes/no. You get a transparent breakdown of why a job fits or doesn't.

ThisJobFits isn't built for people who want to spray and pray. It's built for experienced professionals who know what good looks like, and don't have time to search for it.

Every morning, it scans LinkedIn, Indeed, RemoteOK, and The Muse. By the time you check your dashboard, your matches are scored, graded, and waiting. You decide which ones are worth your time. We handle the rest: tailored resumes, cover letters, and interview prep for every job you choose.

I built this because I needed it. I still use it. And if you're in the middle of a search right now, I think you'll see the difference on day one.