40 open tabs, 6 job boards, 3 spreadsheets. Or one clean scored dashboard.
Pulls from 4 job sources covering LinkedIn, Indeed, Glassdoor, ZipRecruiter, Wellfound, Remotive, and 316+ company career pages. Deduplicates listings, flags ghost jobs, and ranks every match 0-100.
Merged from LinkedIn + Wellfound · Fresh (2d old)
Merged from Indeed + Remotive · Salary verified
14 cross-board duplicates + 6 stale posts hidden
Step 03 · Parallel Pipeline
Querying 4 Job Sources Simultaneously
LinkedIn, Indeed, Glassdoor, ZipRecruiter
Venture-backed startup & tech listings
Verified remote-first roles
316+ direct employer ATS boards & regional index
Why one search replaces 6 browser tabs
ShouldApply queries 4 job sources every 2 hours. A single scan pulls listings across 6 major job boards (LinkedIn, Indeed, Glassdoor, ZipRecruiter, Wellfound, and Remotive) plus 316+ direct employer career pages on Greenhouse, Lever, Ashby, and Workday.
4 steps inside every scan
Step 01Parallel Querying
All 4 sources run at the same time. Total scan speed is capped by the single slowest source, not the sum.
Step 02Hash Deduplication
The same role on LinkedIn and Indeed collapses into one card matched by normalized title, company, and location.
Step 03Ghost Job Detection
Listings open 90+ days or showing multi-month repost loops get flagged before you waste 45 minutes applying.
Step 04Instant 0–100 Fit Score
Every unique role is scored against your Skill DNA on arrival so you see your match before reading the JD.
How a Job Gets Scored in 4 Seconds
See how ShouldApply checks your skills, experience, location rules, and target pay against a live job post, then shows every missing point before you apply.
Score My Jobs FreeHow one search replaces your entire browser window.
Every board is queried in parallel, deduplicated on arrival, and scored against your profile.
Step 11. Enter your target role once
Set your title, remote preference, and minimum salary floor in one place.
Step 22. Parallel scan + instant deduplication
We query four major sources simultaneously and collapse cross-board duplicates automatically.
Step 33. Track from Saved to Offer in one board
Move high-fit roles through your pipeline with tailored resumes and interview prep attached to each card.
Everything Your Free Account Unlocks
0-100 Personal Fit Score
Scores every job on your skills, L1-L5 experience depth, remote rules, and target pay before you apply.
Ghost Job & Authenticity Shield
Flags stale listings, recycled postings, and delisted ATS links so you never apply into a black hole.
Resume Studio & L1-L5 Skill DNA
Maps your Skill DNA against each job description, spots missing keywords, and tailors bullets in seconds.
Extension Copilot & ATS Autofill
Live fit scores, ghost warnings, and 1-click autofill directly on LinkedIn, Indeed, Greenhouse, and Lever.
JD Complexity & Red-Flag Audit
Catches wish-list job descriptions with inflated experience requirements or three roles bundled into one.
Salary Estimator & Offer Compare
Uncovers realistic pay ranges on listings that hide compensation and compares offers side by side.