SimApply

AI-powered resume tailoring for real job applications

Review your resume against a role, apply guided rewrites, and refine the final draft in one calm side panel.

SimApply helps job seekers upload a resume, compare it to a job description, review AI suggestions on the original document, and edit a stronger version before exporting.

Try Live Demo View GitHub

Chrome extension install can come later. For now, this demo lets people try the SimApply workflow directly in the browser.

SimApply

Focused side-panel resume tailoring workflow

Original Resume Review

Guided Rewrite

Email support Customer follow-up CRM
Reworked customer support bullet with clearer role alignment, stronger wording, and more specific impact.

How it works

Built for fast tailoring, not busywork

01

Upload your resume

Use a PDF or paste resume text to open the workspace.

02

Add the job description

Give SimApply the target role so feedback stays relevant.

03

Review AI guidance

See highlighted strengths, improvements, and guided rewrites.

04

Edit and export

Apply what works, refine the draft, and export the final version.

Features

What SimApply already does

Original resume review

Review AI highlights on the uploaded resume instead of only on a rewritten draft.

Guided rewrites

Ask for focused improvements like ATS-friendly wording or customer support emphasis.

Edit workspace

Adjust margins, spacing, fonts, links, and content in the edit tab before export.

Judgment-first AI

Suggestions are there to help, not replace judgment. Users can apply what fits and ignore what does not.

Roadmap

What’s shipped and what’s next

Shipped foundation

Complete
  • Chrome extension MVP with side-panel workspace
  • Upload flow for PDF or pasted resume text
  • Edit, Preview, and AI Assistant tabs
  • Brand system, landing page, and hosted live demo

AI review and rewrites

Complete
  • Hosted OpenAI relay with real resume analysis
  • Original resume review with highlight overlays
  • Guided rewrites and apply-to-edit workflow
  • ATS keyword guidance inside weak suggestions

Polish in progress

In progress
  • Higher-confidence PDF import across browsers
  • More accurate highlight density and line matching
  • Stronger ATS-specific rewrite quality
  • Cleaner export and formatting preservation

Next milestones

Planned
  • AI usage limits and bring-your-own-key flow
  • DOCX parsing and richer import support
  • Chrome Web Store packaging and submission
  • Post-MVP testing, analytics, and user feedback loop

FAQ

Good to know

Does SimApply preserve formatting perfectly?

Not yet. This is still an MVP, so layout, spacing, and styling can shift during editing and export.

Does AI rewrite my entire resume automatically?

It can suggest targeted rewrites and guided whole-resume drafts, but users should still review and refine the final version.

Will there be usage limits?

Yes. AI limits and a possible bring-your-own-key flow are part of the planned roadmap.