1Why most tool advice misses the point
Most tool roundups rank job search tools as if they're interchangeable. They're not. Each tool is strong at a specific job and weak at everything else. Jobscan is good at one thing: checking whether your resume contains the right keywords. It doesn't tell you whether the role is worth applying to, whether the company sponsors H-1B workers, or whether the posting is three months old and probably dead.
The stack below assigns each tool to the specific job it does well. No tool is doing double duty. No tool is recommended where something free does it better.
2The 5-tool stack
Job Search Stack — What Each Tool Does
1. ShouldApply — fit scoring and targeting
- What it does: scores any job against your profile across 5 dimensions (Skills Match, Experience Level, Seniority Alignment, Industry Fit, Logistics). Shows a 0–100 score with a Why Not 100 gap analysis. Flags ghost jobs and dead links. Free tier includes 3 scored roles.
- When to use it: before every application. Score the role first, see what's driving the number, then decide whether it's worth tailoring.
2. LinkedIn — discovery and referral pipeline
- What it does: job discovery, company research, network activation. Most valuable for finding 2nd-degree connections at target companies and identifying whether companies are actively hiring (headcount trend, recent postings).
- What it misses: no fit scoring, no salary data, no ghost job detection. Apply through company careers pages when possible — LinkedIn Easy Apply routes through a separate ATS that sometimes loses applications.
3. Jobscan — ATS formatting check
- What it does: compares your resume text to a JD and reports keyword overlap and formatting compliance. Best for checking whether your resume is ATS-parseable before submitting to large employers.
- When to use it: once, when you finalize a resume for a specific role family. Not on every application — the keyword overlap metric doesn't change your fit score or your hiring probability meaningfully on a per-application basis.
4. Teal — application tracking
- What it does: tracks applications, status, notes, and follow-up dates in one place. Free tier is sufficient for most searches. Prevents the chaos of 30 open browser tabs and a mental list.
- What it misses: the ATS score feature is minimal. Use it for tracking, not scoring.
5. H-1B sponsors database — employer research
- What it does: shows LCA filing history, approval rates, salary medians by role, and filing trends for any employer. Essential for candidates who need sponsorship. Useful for everyone as a salary anchor.
- The ShouldApply H-1B database pulls from DOL LCA disclosures updated quarterly. Access it at /h1b before applying to any employer where you're unsure about sponsorship history or market salary.
3The workflow: how they connect
The sequence matters. Discovery first (LinkedIn + job boards). Scoring before application (ShouldApply fit score). Employer research for high-priority roles (H-1B database for salary anchoring and sponsorship verification). ATS check when finalizing resume for a role type (Jobscan, once per role family). Tracking throughout (Teal).
The common mistake: spending time on ATS optimization for every application. Run the ATS check once when you finalize your resume for a role type, not before every submission. The keyword overlap doesn't vary much within a role category, and the time cost is significant at scale.
4What the stack doesn't cover
Interview prep tools (Pramp, interviewing.io for technical roles). Company review aggregation (Glassdoor, Blind). Salary negotiation frameworks. Resume writing tools for first-draft generation.
These are real parts of a job search, but they're further down the funnel. The stack above covers the front of the funnel: finding roles, deciding whether to apply, and making sure your application gets through ATS. Everything else comes after you have interviews.
Written by
Jesse Johnson
Founder, ShouldApply
Founder of ShouldApply. I write about job search strategy, hiring, and how to spend your time on opportunities that actually fit. Full bio →
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Frequently Asked Questions
Depends on your situation. If you don't need visa sponsorship, skip the H-1B database for employer research and use it only for salary benchmarking. If you're applying to startups primarily (which typically use Greenhouse or Lever, both ATS-friendly), the Jobscan check matters less. Use what solves a real problem in your search.
For most candidates: no. The InMail credits rarely produce better outcomes than direct network activation. The "who viewed your profile" data is occasionally useful. The job insights are available on the free tier with limitations. The $30–40/month is usually better spent on a Pro tier of a fit-scoring or resume tool if you're in an active search.
Both are job discovery sources. Use them to find postings, then score those postings before applying. Don't apply through their one-click systems — submit through the company's careers page directly. One-click applications get treated as low-effort signals by most ATS systems that track application source.
You don't need to actively maintain profiles on all of them — the same postings appear across most boards with slight variations in timing. The ShouldApply pipeline pulls from 6 sources every 2 hours, so you can do discovery in one place and catch most postings without monitoring each board separately.
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