Targeting vs optimization
ShouldApply vs Jobscan: Which Tool Do You Actually Need?
Jobscan has been doing ATS resume optimization since 2014 and is better at it than we are. If your resume keeps getting filtered out on formatting or missing keywords, that is the tool for the job, and this page will not pretend otherwise.
ShouldApply answers the question that comes before it. A perfectly optimized resume sent to a ghost job, or to a role that wants two skill levels above you, still gets no reply. We score the listing 0-100 first, with every deduction itemized, so the resume work goes to the jobs that can actually convert.
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An example ShouldApply fit report. A Senior Platform Engineer role at Northwind scores 67 out of 100, with an 11 percent ghost probability, and the report lists three deductions: Terraform depth wants L4 where the candidate reads as L2, minus 18 points; team size wants lead experience, minus 9; and a preferred fintech background, minus 6.
The actual difference
Two tools, two different questions
Jobscan answers whether your resume passes the filter. ShouldApply answers whether the job is worth the hour. Neither substitutes for the other, and the order is what most searches get wrong.
Everything on this page about Jobscan links to Jobscan's own pages, with the date we checked it. Nothing here is sourced from our own marketing.
The short answer
- Pick Jobscan if
- Your resume is getting filtered out on formatting or missing keywords, and you already know which jobs you want.
- Pick ShouldApply if
- You are applying steadily and hearing nothing back, and you need to know which listings are real and worth the hour before you tailor anything.
Why keyword matching is not fit
The same word, two very different candidates
A keyword check confirms a term appears. It cannot read the sentence around it, which is where the seniority of the requirement actually lives.
A job description asking someone to run a Kubernetes migration wants L4. A resume listing Kubernetes once from a bootcamp project reads as L2. Both pass a keyword check. Only one passes the interview.
This is the single reason a perfectly optimized resume can go unanswered for months. The resume was never the problem.
How fit scoring works →Layer 1: the keyword check
Both cells pass. A keyword tool stops here and reports a match.
Layer 2: the depth the sentence actually implies
- AwarenessRead about it. Can define it.
- ExposureTouched it in a course or side project.You are here
- WorkingUsed it on a real team, with support.
- OwnershipRan it end to end. Made the calls.Job wants this
- ArchitectDesigned the approach others follow.
Two levels of distance on a must-have skill. ShouldApply names the deduction and the skill instead of reporting a match.
Check it yourself
Don't take our word for the keyword problem
Paste any real job description below. This runs entirely in your browser, needs no account, and sends nothing anywhere. Look at what a keyword pass alone gives you, then ask what it tells you about whether to apply.
Paste a job description and click Extract Keywords
Everything runs in your browser. No data is sent anywhere.
That is the raw material an ATS optimizer works from. Useful, and not the same thing as knowing whether the role wants your depth or whether anyone is still hiring for it.
Feature by feature
ShouldApply and Jobscan, side by side
Every row is a claim we would defend in writing. Where Jobscan does something we don't, the row says so.
| Feature | ShouldApplyScore a job free | Jobscan |
|---|---|---|
| Core function | Job fit scoring (0-100) | Resume ATS optimization |
| What it answers | “Should I apply to this job?” | “Will my resume pass the ATS?” |
| Skill analysis | L1–L5 depth scoring from JD context | Keyword matching |
| Ghost job detection | Included. Yes (3-layer, 0-95% probability) | Not included. No |
| Job Authenticity Score | Included. Yes (composite 0-100) | Not included. No |
| Resume tailoring | Included. Yes (Pro) | Included. Yes (core feature) |
| LinkedIn optimization | Not included. No | Included. Yes |
| Salary benchmarks | Included. Yes (by role/location) | Not included. No |
| Free tools | 9 free tools, no signup | 5 free scans/month |
| Gap analysis | “Why Not 100” with exact point deductions | Missing keyword list |
| Pricing | Free tier + $14/mo Pro | Free tier + $49.95/mo |
| Best for | Deciding WHAT to apply to | Optimizing HOW you apply |
Cost and fit
What each one costs, and when it earns it
What you pay per month
- ShouldApply Prounlimited scoring$14
- Jobscan paidfree tier: 5 scans/month$49.95
When to use ShouldApply
- You're applying to too many jobs and getting nowhere
- You want to know if a listing is a ghost job before investing time
- You need to understand your skill gaps at a depth level, not just keyword level
- You want salary data and job quality signals before applying
When to use Jobscan
- You've already identified the right jobs and need your resume to pass ATS filters
- You want to optimize your LinkedIn profile for specific target roles
- You need ATS-specific formatting tips for systems like Taleo or Greenhouse
Where we are the wrong tool
You probably don't want ShouldApply if
- You already know exactly which jobs you want and just need the resume to clear the filter. That is Jobscan's job, and it does it better than we do.
- You need LinkedIn profile optimization. We don't touch your profile at all.
- You want ATS-specific formatting guidance for Taleo or Greenhouse. We score the listing, not the document.
- You apply to two or three carefully chosen roles a month. Scoring pays off when you are sorting ten or more listings a week.
Using both
Targeting first, optimization second
Many serious job seekers should run both. The sequence is what makes them compound instead of overlap.
- ShouldApplyPaste each listing you are considering and read the score.
- ShouldApplyDrop the low scores and anything with high ghost probability.
- JobscanTake the survivors into Jobscan for the ATS pass.
- JobscanFix formatting and close the keyword gaps it flags.
- YouApply to a short list you actually believe in.
Straight answers
Questions about ShouldApply and Jobscan
Is ShouldApply an ATS checker?
No. ShouldApply reads the job description and your profile, then returns a 0-100 fit score with the exact point deductions behind it. It does not simulate a specific applicant tracking system. If your problem is resume formatting inside Taleo or Greenhouse, Jobscan is the better fit for that step.
Does keyword matching tell me the same thing as a fit score?
Not quite. Keyword matching confirms a term appears. The scoring engine reads the language around it to assign a depth level from L1 (awareness) through L5 (architect-grade). A JD asking for someone to run a Kubernetes migration wants L4. A resume that lists Kubernetes once from a bootcamp project reads as L2. Both pass a keyword check. Only one passes the interview.
Which is cheaper?
ShouldApply Pro is $14/month. Jobscan's paid tier is reported at $49.95/month. ShouldApply's free tier includes 9 tools with no signup at all, plus a limited number of scores on a free account. Jobscan's free tier gives you 5 scans per month.
Why does ghost job detection matter if my resume is already optimized?
Because a ghost job has no hiring intent behind it. The listing may be collecting resumes for a pipeline, satisfying an internal posting requirement, or sitting stale after the role was filled. ShouldApply scores that probability from posting age, salary disclosure, repost patterns, and other signals before you spend an hour tailoring anything.
Can I move between the two tools without redoing my profile?
There's no direct import. In practice you paste a job URL into ShouldApply, check the score and the gap report, then take the jobs worth pursuing into Jobscan for the resume pass. The gap report tells you which requirements to emphasize once you get there.
Score any job free at ShouldApply.
See your fit before you optimize your resume.
Go deeper
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