- Authors

- Name
- Casey (GhostedAgain)
I've applied to hundreds of jobs. Got ghosted after phone screens, ghosted after five-round interviews, ghosted after "you're our top candidate." The job market is brutal and most advice is useless.
But some tools actually helped. Here's what made a difference.
Resume Tools
Jobscan (~$50/month or free tier)
Compares your resume against job descriptions. Shows what's missing.
Why it helped:
- ATS systems are real. Keywords matter.
- Shows match percentage before you apply.
- Highlights skills you forgot to include.
Limitations:
- Free tier is limited to a few scans.
- Doesn't fix your resume for you. Just shows what's missing.
- Premium is expensive for a long job search.
My take: Use the free tier to optimize your main resume. Don't pay monthly unless you're applying to wildly different roles.
Jobscan (free tier available)
Teal (~Free)
Resume builder with job tracking. Decent free tier.
Why it helped:
- Tracks applications in one place.
- Resume builder is cleaner than Word templates.
- Browser extension saves job postings.
Limitations:
- Some features locked behind premium.
- The AI suggestions are hit or miss.
My take: Good for organizing your search. The tracking alone is worth it.
Teal (free)
Interview Prep
Pramp (Free)
Mock interviews with real people. Peer-to-peer.
Why it helped:
- Practice with strangers feels like a real interview.
- Feedback helps you improve.
- Free. Actually free.
Limitations:
- Match quality varies. Some people are unprepared.
- Scheduling can be tricky.
My take: Best free interview practice available. Do at least 5 mocks before a real interview.
Pramp (free)
Exponent (~$99/year)
Practice questions and mock interviews for tech roles.
Why it helped:
- Question bank is solid.
- Video explanations of good answers.
- Covers behavioral and technical.
Limitations:
- Expensive. Only worth it if you're actively interviewing.
- Focused on tech/PM roles.
My take: Worth it for 1-2 months during active interview prep. Cancel after.
Salary Research
Levels.fyi (Free)
Real salary data from verified offers.
Why it helped:
- Actual numbers, not ranges.
- Filters by company, level, location.
- Helps you know if an offer is lowball.
Limitations:
- Skews toward big tech.
- Less data for smaller companies.
My take: Check every offer against this before negotiating.
Levels.fyi (free)
Glassdoor (Free)
Company reviews and salary estimates.
Why it helped:
- Interview questions from real candidates.
- Red flags show up in reviews.
- Salary ranges give you a floor.
Limitations:
- Salary data is self-reported and often outdated.
- Some companies game their reviews.
My take: Read the 2-3 star reviews. The 1-star and 5-star are both biased.
Glassdoor (free)
Networking
LinkedIn Premium (~$30/month)
InMail and "who viewed your profile" features.
Why it helped:
- InMail lets you message recruiters directly.
- See who's looking at your profile.
- "Open to Work" frame did get recruiter attention.
Limitations:
- Expensive for what it is.
- Most features are vanity metrics.
- Recruiters still ghost you.
My take: Get a free trial during active job search. Cancel immediately.
What Didn't Help
- Indeed Easy Apply: Black hole. Never heard back once.
- Resume review services: Overpriced opinions.
- Career coaches: Most are just motivational speakers.
- Mass applying: Quality over quantity. 10 tailored apps beat 100 generic ones.
The Real Talk
Tools help, but they won't fix a broken job market. Companies ghost candidates. Postings are fake. "Entry level" means 5 years experience.
These tools made my search slightly less painful. That's all I can promise.
| Tool | Purpose | Cost |
|---|---|---|
| Jobscan | ATS optimization | Free tier |
| Teal | Tracking & resume | Free |
| Pramp | Mock interviews | Free |
| Levels.fyi | Salary research | Free |
| LinkedIn Premium | Networking | Free trial |
Good luck. You'll need it.
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