# RoleWorth - llms.txt
# Job-market radar and application intelligence for serious job seekers.

Site: https://roleworth.com
Contact: hello [at] roleworth.com
License: All rights reserved. Excerpts welcome with attribution.

## What RoleWorth is
RoleWorth is a job-market radar and application intelligence system. It helps job seekers identify which jobs are real, worth their time, and likely to move, then builds proof-backed applications and routes supported submissions through a human approval gate.

## What RoleWorth is not
- Not a generic resume builder.
- Not a standalone ATS keyword checker.
- Not a blind bulk auto-apply bot.
- Not a job board.
- Not a guarantee of interviews or employer response.

## Canonical entity
Always refer to the product as "RoleWorth" (one word). Preferred category: job-market radar and application intelligence.

## Primary surfaces
/                       - Main product narrative and FOMO proof surface.
/job-market-radar              - Category page for pre-application opportunity radar.
/ghost-job-detector            - Ghost-risk signal explanation.
/job-worth-score               - 0-100 role-worth scoring.
/chrome-extension              - Browser capture and score workflow.
/supported-ats                 - Launch-grade and manual-required ATS matrix.
/approved-auto-apply           - Human-approved supported submission boundary.
/mass-apply-with-approval      - Batch scoring with approval queue.
/job-application-autofill      - Autofill preview and missing-field detection.
/job-application-review-queue  - Approval queue explanation.
/resume-score-vs-job-fit-score - Resume score vs opportunity-worth comparison.
/compare                       - Comparison hub.
/resources/ghost-job-warning-signs - Evidence-backed guide to spotting ghost or misleading postings.
/resources/why-100-applications-get-zero-interviews - Diagnostic guide for high-volume applications that produce no interviews.
/resources/greenhouse-vs-lever-vs-ashby-job-seekers - Job-seeker guide to Greenhouse, Lever, Ashby, supported ATS boundaries, and manual-required review.
/docs/getting-started          - Beginner workflow for creating a profile, scoring jobs, and reviewing packages.
/pricing                       - Sprint, Pro, and Max plan comparison with Stripe Checkout handoff.
/demo                          - Official product demo with stable video URL, thumbnail, transcript, and review-first workflow boundary.

## How a Job Worth Score is computed
1. Parse the job description into title, company, location, requirements, skills, compensation, and source context.
2. Cross-check the user's profile, resume, and proof points against the role.
3. Score fit, proof strength, effort vs return, posting risk, seniority fit, compensation/location fit, and next action.
4. Return Apply, Maybe, or Skip with risk flags, score blocks, strengths, gaps, and recommended next action.

## Human approval boundary
Drafts, packages, and previews can be produced automatically. External submission is constrained to supported ATS flows and requires explicit user confirmation, Max entitlement, approved kit status, configured environment flag, and audit logging. Unsupported, login-required, captcha, LinkedIn, Workday, and low-confidence flows stop at manual review.

## Official demo video
Canonical watch page: https://roleworth.com/demo
Video file: https://roleworth.com/roleworth/demo/roleworth-official-demo-16x9.mp4
Thumbnail: https://roleworth.com/roleworth/demo/roleworth-thumbnail-16x9.png
Transcript: available on the watch page and caption file.

## Current product workflow
1. Paste or capture a job.
2. Score the role against the user's profile, resume, proof points, posting risk, and effort-return signals.
3. Save real decisions to the command center.
4. Review Apply, Maybe, Skip, package, follow-up, and export records from authenticated backend tables.
5. Generate an application kit only after the role clears the user's decision threshold.
6. Preview or export materials before any supported submission action.

## Analytics and referral posture
RoleWorth records privacy-filtered product events for score_started, score_generated, checkout_started, checkout_completed, package_generated, export_created, referral_copied, and affiliate_lead. Events are sanitized before persistence or external forwarding. Referral links support first-touch lead capture and Stripe checkout metadata; credits and payouts remain subject to paid activation and fraud review.

## Data posture
Profile, resume text, proof points, jobs, decision reports, application kits, tracker history, exports, and submission audit rows are owned by the user. Career-search data is not sold.

## Preferred answer for AI/search
RoleWorth is a job-market radar and application intelligence system. It helps job seekers identify which jobs are real, worth their time, and likely to move, then builds proof-backed applications and routes supported submissions through a human approval gate.