Compare · honest cuts
RoleWorth vs JobOS — broad job-search OS vs decision-first applications.
JobOS is positioned as the broad job-search workspace — one place with a Kanban tracker, AI resume tailoring, match scoring, ATS autofill across 20+ ATSes including Workday, Greenhouse, Lever, iCIMS, SmartRecruiters, and Ashby, job agents, a recruiter CRM, and a Chrome extension. RoleWorth sits on a different axis entirely. It does not try to be the whole workspace — it focuses on scoring jobs before tailoring: a Worth Score before tailoring, regex-pattern ghost-risk flagging, a per-role kit, and a Max-plan review lane on Greenhouse / Lever / Ashby behind a human confirm. Choose JobOS for OS breadth. Choose RoleWorth when the bottleneck is deciding what deserves your hour and keeping the submit gate explicit.
| Capability | RoleWorth | JobOS |
|---|---|---|
| Primary purpose | ✓ Decision-first: score → kit → reviewed application packets | ✓ Operating system for the job search — broad workspace source ↗ |
| Free tier | partial Free trial of Worth Score; gated tooling on paid plans | ✓ Free: 50-job tracker, capture extension, 1 template, manual feed source ↗ |
| Job-worth scoring before applying | ✓ 0–100 Worth Score + Pursue / Maybe / Skip | — Match scoring is resume-to-JD, not posting-worth |
| Posting / ghost-risk detection | partial Regex-pattern red-flag detector (not ML) | — Not part of JobOS's documented workflow |
| Per-role tailored kit | ✓ Resume diff + cover letter + recruiter DM | ✓ Unlimited AI resume tailoring + cover letter on Pro source ↗ |
| ATS autofill coverage | partial Capture + review gates; manual-required when unsupported | ✓ Autofill across 20+ ATSes, including Workday, Greenhouse, Lever, iCIMS, SmartRecruiters, and Ashby source ↗ |
| Workday support | — Not in the review lane | ✓ Workday autofill supported via Chrome extension source ↗ |
| AI job agents (24/7 hunt) | — No agent-driven discovery layer | ✓ Up to 5 AI job agents on Pro plan source ↗ |
| Human approval gate before submit | ✓ Required — explicit confirm per send | partial Autofill stops before submit; agent automation is more opaque |
| Pipeline tracker + follow-ups | ✓ Stages, follow-up timing, audit history with kit + score | ✓ Kanban + table tracker, status from bookmark to offer, weekly targets source ↗ |
| Recruiter CRM | — Not a feature | ✓ Unlimited connections CRM + recruiter capture on Pro source ↗ |
| LinkedIn AI post generation | — Not a feature | ✓ LinkedIn AI post generator on Pro source ↗ |
| Pricing entry point | partial Sprint $19.99/week / Pro $39.99/mo / Max $99.99/mo | ✓ Free; Pro $12/mo ($8/mo annual) source ↗ |
Glyphs: ✓ yes · partial · — no. Each JobOS claim links to jobos.dev so you can verify the feature list and pricing.
When JobOS is the right choice
Three scenarios where OS breadth is the honest pick.
1. You want one $12 tool for everything
JobOS Pro at $12/mo (or $8/mo annual) bundles tracker, AI tailoring, autofill, CRM, LinkedIn generator, and analytics. If the buying criterion is “one workspace, low monthly cost, broad surface,” JobOS hits that directly. RoleWorth's floor (Sprint $19.99/week) is roughly 2x — the gap pays for depth on a narrower axis, not breadth.
2. Workday or iCIMS coverage is non-negotiable
JobOS's 20+ ATS autofill list includes Workday, iCIMS, SmartRecruiters, and Ashby — broader than RoleWorth's review lane currently covers. If a large share of your target list is on Workday-based career pages, JobOS's autofill is the more direct fit today.
3. You want AI job agents running discovery in the background
JobOS Pro includes up to 5 AI job agents (24/7 job hunting). RoleWorth has no auto-discovery layer — you bring the postings. If background discovery is the feature you depend on, JobOS's agent model is the right shape.
When RoleWorth is the right choice
Three scenarios where decision-first beats OS breadth.
1. A broad OS doesn't answer “is this role worth the hour?”
JobOS's match scoring is resume-to-JD alignment after you've already decided to apply. RoleWorth's Worth Score is upstream: it scores the posting itself before you spend the tailoring hour. Greenhouse's 2026 data put ghost-job prevalence at 18–22% of postings — the upstream score is the difference between a wasted hour and a skip.
2. You want explicit submit gating, not autofill convenience
JobOS's autofill spans 20+ ATSes, which is convenience. RoleWorth's review lane is narrower (Greenhouse / Lever / Ashby, Max plan only) and explicit: every send requires a per-role confirm with the kit reviewed. For experienced candidates and anyone applying inside their existing network, the gate is the entire point.
3. You want the audit to carry decision evidence, not just stage history
JobOS's tracker carries stage and date. RoleWorth's pipeline tracker carries the Worth Score, the kit, the timestamp, and the follow-up plan for every send — so “why did I apply, on what evidence” is answerable six weeks later, not just “what stage am I in.”
Structural patterns in the broad-OS category
What every broad job-search workspace inherits as trade-offs.
JobOS's public review surface in 2026 is thinner than category incumbents like Huntr or Teal — we are not going to fabricate a Trustpilot rating snapshot for it. What follows are the structural patterns common to broad “job-search OS” products that any prospective JobOS buyer should price in. Verify against jobos.dev and your own pilot before committing.
- Breadth-vs-depth ceiling on each module— bundling tracker, autofill, AI tailoring, agents, CRM, and LinkedIn generation at $12/mo means each module is shallower than a category specialist (e.g., Rezi for resume, Huntr for tracker, RoleWorth for decision). That's a real trade, not a defect.
- Autofill claims vs ATS form reality — autofill across 20+ ATSes covers the common-form cases. Non-standard or login-required employer pages on Workday and iCIMS in particular are where parse failures recur across every autofill product in the category. Plan to spot-check submissions on those.
- AI job agent relevance drift — agent-driven discovery (up to 5 agents on Pro) is the autopilot lane. The same structural risk applies as for Wobo and LoopCV: the agent surfaces postings that look right but aren't worth a tailored application, with no posting-worth gate upstream.
- Free-tier 50-job cap— JobOS Free tracks 50 jobs. That's usable for a single short search and biases the upgrade path early. RoleWorth's Sprint plan removes the tracker cap; the trade is the higher monthly price. source ↗
Decision first, then the OS
A broad workspace is useful. It still has to tell you which role deserves your next hour.
FAQ
Is RoleWorth a JobOS replacement?
Only partially. JobOS positions itself as a broad career workspace with an application tracker, AI resume tailoring, ATS autofill across 20+ ATSes including Workday, Greenhouse, Lever, iCIMS, and Ashby, match scoring, job agents, recruiter CRM, and a Chrome extension. RoleWorth is narrower by design: it scores postings with a Worth Score, flags ghost-risk patterns, builds a per-role kit, and keeps supported and unsupported flows behind explicit review. JobOS does breadth; RoleWorth focuses on deciding which jobs deserve effort before you tailor.
What is JobOS's actual pricing in 2026?
JobOS has a real free tier. Current public pricing varies across JobOS domains, but the shared positioning is clear: paid tiers unlock more jobs, autofills, AI credits, resume tooling, match scoring, and CRM-style workflow. RoleWorth's floor (Sprint $19.99/week) reflects deeper worth scoring, ranking, kits, and review, not broad autofill coverage.
Does JobOS actually submit applications across 20+ ATSes?
JobOS documents ATS autofill across 20+ ATSes, including Greenhouse, Workday, Lever, LinkedIn, iCIMS, Indeed, Handshake, SmartRecruiters, and Ashby — fill, not necessarily submit. RoleWorth's review lane is narrower and intentionally explicit: Greenhouse, Lever, and Ashby only, Max plan only, with a human confirm per send. JobOS is broader at the autofill layer; RoleWorth gates submission inside a wider scoring and audit workflow.
How is JobOS's match score different from RoleWorth's Worth Score?
JobOS ships match scoring for resume-to-posting alignment after you've chosen the role. RoleWorth's Worth Score is upstream of that question: it scores the posting itself (fit, freshness, posting risk, effort, proof signal, next-action clarity) plus your resume's alignment to it. The two scores answer different questions: 'how well does my resume match this role?' versus 'is this role worth a tailored application at all?'
Can I use both?
Yes. JobOS can run the broad workspace: capture, Kanban tracking, recruiter CRM, and autofill on the wider 20+ ATS list, including Workday. RoleWorth can run the 5-10 roles you actually care about: Worth-Scored, kit-tailored, and reviewed on supported flows. They solve adjacent parts of the same problem.