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Measured on six things

AI resume and CV tailor: get an ATS match score, a rewritten resume, cover letter and interview prep for any job — free Chrome extension for 50+ job boards.

Security

HTTPS enforced with HSTS and SPF, but the probe found no CSP, no frame protection, no Referrer-Policy, no Permissions-Policy and no DMARC — 5/12 checklist points. No SOC 2, pen-test or bug bounty signals found.

Screenshots

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JobTailor

About this app

AI resume and CV tailor: get an ATS match score, a rewritten resume, cover letter and interview prep for any job — free Chrome extension for 50+ job boards. JobTailor tailors your resume or CV to every job you apply for, in about a minute, without inventing anything. Most applications get filtered out because the same generic resume goes to every posting. JobTailor reads the job description, gives you an ATS match score with the keywords you're missing, and rewrites your resume to fit the role using only the experience you already have. Every AI edit appears as a tracked change you accept or reject line by line.

Key features

1ATS match score with missing-keyword breakdown for any job posting
2Tracked-change resume rewrites you accept or reject line by line — no invented experience
3Cover letter, interview prep and application autofill from the job page
4Free Chrome extension working on 50+ job boards plus pasted careers pages
5Self-filling job tracker included on every plan, free tier included

Target customer profile

Drawn from the product itself, not from a survey.

Scout Review

Written by AI from measured evidence, scored out of 100.

JobTailor is a well-built early-stage AI resume tailor with a real point of view: it won't invent experience, and every AI edit arrives as a tracked change you accept or reject. The pixel-art design is cohesive and the before/after demo does the explaining. Speed is excellent (92 mobile, 99 desktop). The gaps are security headers (5/12 checklist points, no CSP or DMARC) and accessibility polish (contrast, accessible names). Pricing is aggressive — $2.99 Pro, $9.99 Max — against a crowded field of Jobscan, Resume Worded and Teal. Worth trying on the free tier; the honesty angle is the reason to stay.

Measure by measure

Usability

Free tier needs no card, the extension works on 50+ boards, and there's an actual 9-section guide explaining ATS scoring. Tracked-change accept/reject is the standout — you approve every edit line by line.

Design

Cohesive pixel-art identity with a genuinely scannable before/after resume demo (58%→84%). Hero art is busy and the 'Why JobTailor' column runs long without breaks, but the craft is well above indie-SaaS average.

Speed

Lighthouse mobile 92/100 (LCP 3.2s, CLS 0, TBT 26ms) and desktop 99/100. LCP on mobile is the only soft spot; everything else is snappy for a marketing site with heavy illustration.

Security

Accessibility

Lighthouse a11y 96/100, but two real failures: insufficient color contrast and visible text labels without matching accessible names. No WCAG statement or a11y docs found on site.

Growth

Real problem (generic resumes get filtered), specific wedge (honest tracked-change rewrites + 50-board extension), crowded category. Claims 100+ users; domain is 0.2 years old — context, not the score.

Improvement areas

Security headers: no CSP, frame protection, Referrer-Policy or DMARC (5/12 checklist points)
Accessibility: contrast failures and missing accessible names on labeled controls
No published security or data-handling page for a product that ingests resumes
Hero visual density competes with the headline; long feature column needs breaks

Design & Usability

JobTailor's design is the rare indie SaaS that picked a lane and committed: a pixel-art visual system that carries from hero to feature cards to maker assets, with a before/after resume demo (58%→84%) that explains the product faster than any paragraph could. The weaknesses are density — the hero art competes with the headline, and the 'Why JobTailor' section runs as one long narrow column with no visual breaks. Usability is stronger: the free tier needs no card, the Chrome extension covers 50+ job boards, and there's a genuine 9-section guide explaining what an ATS score actually measures. The tracked-change accept/reject flow is the standout — you approve every edit line by line, which is the right call for a product touching your resume.

Speed & Security

Speed is a clear strength: Lighthouse mobile 92/100 with CLS 0 and TBT 26ms, desktop 99/100. The only soft spot is a 3.2s mobile LCP, likely the illustration payload. Security is the weak link. HTTPS is enforced with HSTS and SPF is present, but the probe found no CSP, no frame protection, no X-Content-Type-Options, no Referrer-Policy, no Permissions-Policy and no DMARC — 5/12 checklist points. For a product that ingests resumes, job history and application data, that's a thin header posture, and there are no SOC 2, pen-test or bug bounty signals in the collected evidence. Not disqualifying for an early-stage tool, but it's the dimension to fix first.

Accessibility & Growth

Accessibility scores 96/100 on Lighthouse, with two real failures: insufficient color contrast and visible text labels without matching accessible names. No WCAG statement or a11y documentation was found, so the automated score is the whole story. Growth is a judgement on the idea: the problem (generic resumes get filtered) is real and the wedge is specific — tracked-change rewrites that refuse to invent experience, plus a Chrome extension across 50+ job boards. That's a genuine differentiator against Jobscan, Resume Worded and Teal. The category is crowded and the site claims only 100+ users on a 0.2-year-old domain, so the honest read is a competent, well-positioned entrant with a defensible angle but no proven distribution yet.

Conclusion

If you're sending the same resume to every posting and wondering why the silence is deafening, JobTailor's free tier costs you nothing but a Chrome install and two tailored resumes a month. The tracked-change model means you stay in control of every line. Go in expecting to fix the security posture later and to check contrast on your own exports — but the core workflow is sound, the pricing is fair, and the honesty positioning is the most interesting thing in this category right now.

Suggestions for improvement

Add CSP, X-Frame-Options, Referrer-Policy and DMARC — the header probe is the weakest signal on the site.
Fix the two Lighthouse a11y failures: contrast on the orange/green score bars and accessible names on labeled controls.
Publish a short security page covering data handling, retention and where resumes are stored.
Add a WCAG conformance statement and keyboard-navigation notes to the guides section.

How we score

Alternatives comparison

Named competitors, point by point. Nobody paid to appear here or to be left out.

	JobTailor
Pricing (entry paid tier)	$2.99/mo Pro, $9.99/mo Max; free tier with 2 resumes/mo	Not provided in app details
ATS match scoring	Yes — score plus missing-keyword list on every job	Not provided in app details
Tracked-change resume edits	Yes — accept/reject every AI edit line by line	Not provided in app details
Browser extension / job-board coverage	Free Chrome extension, 50+ job boards plus pasted careers pages	Not provided in app details
Cover letter + interview prep	Included on all plans; interview questions pulled from the job description	Not provided in app details
Application tracker	Self-filling tracker included free on every plan	Not provided in app details