Auto-apply to jobs: how automated job applications actually work

The tool pulls live postings from job boards and company feeds, deduplicates them, and normalises titles, locations, and contract types so they can be compared.

Each posting is scored against your profile. ApplyBean uses a deterministic split — Role Fit 45%, Skill Fit 35%, Region Fit 20% — so the same job always produces the same score and you can see exactly why something scored 72% instead of 91%.

You choose the floor: 75% (volume), 90% (precision), or Auto Mode (maximum reach). Below your threshold, nothing is sent. This one setting is the difference between a targeted campaign and spam.

For each qualifying job, a cover letter is generated against that specific posting and the application is submitted. A daily limit (10–100) keeps volume human and keeps your quality up.

Every submission lands in a tracker with its stage, so you can follow up rather than lose applications in your inbox.

20–40 well-matched applications a week beats 300 generic ones. Automation should raise your match quality bar, not lower it — set the threshold at 90% first and only drop it if volume is too thin.