Preview before form action
Job Application Autofill
Direct answer
RoleWorth autofill preview maps approved package answers onto detected form fields, reports missing required fields, and stops before submission when confidence is low or an ATS is unsupported.
Linear · linear.app
Senior Engineer
Remote · $185–220K · Posted 2 days ago · Greenhouse host
About the role. Build core product surfaces. TypeScript, React, Postgres, distributed systems. Direct collaboration with founders.
What you'll do. Ship customer-facing features end-to-end. Own technical decisions. Mentor engineers as team grows.
What we look for. 5+ years building production systems. Strong product sense. Bias toward ownership.
Submit · Greenhouse supported · waits for your click
Decision table
When this is the right tool — and when it isn't.
Choose RoleWorth if
- You want form speed after role scoring.
- You need missing fields surfaced before submission.
- You want attachments treated cautiously.
Choose another tool if
- You only need generic name/email autofill.
Choose neither if
- You prefer fully manual form entry.
Product proof
See the product surface behind the claim.
Each page carries the matching RoleWorth surface in a glass-framed proof card: the radar, extension overlay, ATS matrix, review queue, dashboard, or package flow behind the promise.

The extension proof: score the posting where the user browses, then build a package or send it to review.

Every outgoing application passes through a queue with package status, risk, and human approval.
Hidden cost
Typing faster is not the same as applying better.
The wrong jobs don't just waste applications. They drain interview prep, recruiter outreach, and momentum.
| RoleWorth focus | Real-job signals, worth score, proof package, review queue, approved submit on Greenhouse · Lever · Ashby. |
|---|---|
| Typical tool focus | Resume formatting, keyword match, tracker rows, generic autofill, or raw volume. |
| Public guardrail | Risk flags are evidence signals, not guarantees. Unsupported submit flows stop at manual review. |
Sources · Last updated May 13, 2026
Decision-first
Job Application Autofill — without spraying applications at jobs that were never going to interview you.