Jobscan vs roasted.cv: a score vs a finished application
Keep the ATS signal. Add the agent that turns it into applications and interviews.
Jobscan is the original ATS match-rate tool. Paste a resume and job description, and it shows keyword gaps and formatting risks. If the question is whether one resume resembles one posting, that score is useful.
The harder problem starts after the score. Someone still has to find the right roles, decide which gaps matter, tailor the resume without inventing experience, write the cover letter, complete the form, and record what happened. Roasted Autopilot runs that workflow in Claude Code.
Jobscan measures the fit. Roasted checks the fit, prepares the application, asks before browser submission, and keeps going until your pipeline has enough real chances to produce interviews. See the Autopilot workflow or read the setup docs.
What Jobscan does well
- Keyword match rate. Paste resume plus job description, get a 0 to 100% match and a list of hard and soft skills you are missing. This is the feature that made Jobscan famous, and it is useful.
- Recruiter and ATS findings. Flags formatting, section headings, date formats, and measurable-results gaps that can trip applicant tracking systems.
- Scale and trust. Used at scale, cited in a lot of career advice, and integrated with a Chrome extension and LinkedIn optimization.
- Cover letter and templates. Premium adds an AI cover letter generator and ATS-friendly templates.
If your only question is whether your resume contains the keywords from this job ad, Jobscan answers it cleanly.
Where Jobscan falls short
- It scores, it does not rewrite. Jobscan tells you that you are missing stakeholder management and SQL. You still have to figure out how to work those in without keyword stuffing. roasted.cv writes the fixed bullet for you.
- Keyword matching is shallow feedback. A high match rate does not mean a recruiter will be impressed. Match rate measures overlap with one job ad, not whether your achievements land. roasted.cv judges the resume the way a recruiter reads it.
- The free tier is thin. 5 scans a month, then you hit the wall.
- Premium is expensive, and the headline price is not what most people pay. The cheap plan is $29.98/month only because it bills as $89.95 every 3 months. Month-to-month is $49.95.
- Some AI features are desktop-first. Reviewers note that several premium AI optimizations are not available on mobile.
Common complaints in critical reviews
The complaints that come up again and again in critical reviews on Trustpilot (June 2026). Most reviews are positive; these are the recurring gripes.
Surprise auto-renewal
The most common critical theme: reviewers report being charged within hours of a seven-day free trial, billed the quarterly plan with no warning, and still charged for months after cancelling.
Generic output, weak scoring
Some say the suggestions turned a resume into word salad and that the match score stayed stuck low over trivial formatting issues.
Refunds refused
Refund requests turned down with canned replies that pointed users to make the manual edits themselves.
roasted.cv offers a $19 one-time resume fix or Hunter Pass at $35/month or $69 for 3 months for the full agent-run hunt.
How roasted.cv gets you to interviews
roasted.cv starts with the ATS question and continues through the application.
- 1The score becomes a decision. Job Matcher checks the role against your saved profile, so the agent spends time on plausible matches instead of maximizing every keyword score.
- 2The resume becomes job-specific. The agent tailors your resume to the posting and writes a grounded cover letter without adding claims you never made.
- 3The application gets finished. Autopilot can fill browser forms with explicit consent, then records the job, documents, and status in the tracker.
- 4The hunt stays active. Run it in Claude Code or steer it from your phone with Remote Control. The output is a growing interview pipeline, not a folder of scan reports.
- 5You can still fix the base resume once. CV Roast and the $19 one-time resume fix remain available when the document itself needs work before the hunt begins.
What the agent adds
A hunt that keeps moving
The agent finds matching roles, prepares each application, and keeps the pipeline current instead of waiting for you to move data between tools.
A resume for each posting
Every application gets a resume tailored to the job description and a grounded cover letter based only on your saved experience.
Applications with consent
The agent can fill browser forms, but it asks before any consequential action. You stay in control of what gets submitted.
A tracker that fills itself
Jobs, documents, and application status are logged as the agent works. Open Remote Control on your phone to check or steer the hunt.
Side by side
| Feature | Jobscan | roasted.cv |
|---|---|---|
| Core job | ATS keyword match score | Agent-run job hunt |
| Tells you what is wrong | Yes (keywords, formatting) | Yes, in recruiter language |
| Rewrites it for you | No | CV Roast plus job-specific tailoring |
| Job-description tailoring | Match rate % | Tailored resume, grounded letter, application |
| Resume builder / editor | Limited | Full AI editor |
| LinkedIn profile optimization | Yes | No |
| ATS-tested templates | Premium | Checks fit, tailors, then applies |
| PDF export | Premium | ATS-safe, tailored per job |
| Free tier | 5 scans/month | Free plugin install; paid application generation |
| Entry paid price | $29.98/mo (billed $89.95/quarter) | $19 resume fix; Hunter Pass $35/mo |
| Subscription required | Yes for anything serious | $35/mo or $69/3 months |
Pricing, side by side
Jobscan (2026)
- Free: 5 resume scans/month
- Quarterly: $29.98/month, billed $89.95 every 3 months (after a 7-day trial)
- Monthly: $49.95/month
roasted.cv (2026)
- Hunter Pass: $35/month or $69 for 3 months. Includes Autopilot, CV Roast, Job Matcher, and the application tracker.
- Fix my resume: $19 one-time for a complete resume rewrite.
- Install the Claude Code plugin free. A Hunter Pass is required when the agent starts generating applications.
Jobscan charges for repeated scanning. roasted.cv charges for the workflow around the scan: Hunter Pass is $35/month or $69 for 3 months, while a complete one-time resume fix is $19.
Pricing checked June 2026. Vendors change tiers often, so confirm on their site before you buy.
Who should pick Jobscan
- You specifically want a match-rate percentage against one job ad and trust that metric.
- You are applying through a large-company ATS and want keyword coverage confirmed.
- You like the LinkedIn optimization and recruiter-findings reports as standalone tools.
Jobscan is a good scanner. If scan and score is all you want, it does that job.
Who should pick roasted.cv
- You want ATS checks to lead to tailored applications, not another optimization task.
- You want an agent to find roles, write grounded materials, and fill forms with your consent.
- You want every application logged automatically so you can focus on interviews.
- You want to run the hunt from Claude Code and check it from your phone.
When not to pick roasted.cv
If a literal keyword-overlap percentage is the only output you need, Jobscan is the narrower tool. Pick roasted.cv when the score is only one input to a larger goal: sending enough strong, tailored applications to fill the interview calendar.
FAQ
- Is Jobscan worth it?
- Jobscan is useful when you want a literal match score. Hunter Pass makes sense when you want that fit check to continue into a tailored resume, grounded cover letter, consented application, and tracked pipeline.
- What is the best free Jobscan alternative?
- If zero cost is the deciding factor, use Jobscan's limited free scans. roasted.cv is the broader paid workflow: $19 for a one-time resume fix or Hunter Pass for the active hunt.
- Does roasted.cv check for ATS compatibility like Jobscan?
- Yes. CV Roast checks structural ATS issues, Job Matcher checks fit, and Autopilot tailors an ATS-safe resume before preparing the application.
- Jobscan vs roasted.cv for tailoring to a job description?
- Jobscan returns a measurement. Roasted Autopilot uses fit as one input, then produces the tailored resume and grounded cover letter, can fill the form with consent, and records the application.
A match score is useful. A tracked, tailored application can get an interview.