Auto CV 2.0 — From CV Builder to Job Search Assistant

We’ve been heads down improving Auto CV — and this update is a big one.

A while ago, I shared the initial version of Auto CV. Since then, I’ve focused on refining the core experience and building features that actually help users move faster in their job search.

✨ What’s new?

1. Complete UI/UX overhaul
The entire interface has been redesigned with simplicity and clarity in mind.

• Cleaner, more focused CV builder

• Faster navigation between steps

• Improved readability and structure

• Better preview experience before download

The goal was simple: remove friction and let users focus on creating a strong CV without overthinking the tool itself.

2. Job Alert System (in progress 🚧)
This is the biggest addition I’m currently working on.

Instead of just creating a CV and leaving, Auto CV is evolving into a continuous job search assistant.

• Users define their preferences once

• The system scans job sources (starting with Greenhouse-based listings)

• Matches jobs using a scoring algorithm

• Sends curated job alerts via email

Each alert is not just a list — it’s ranked, filtered, and personalized.

Initial logic:

• First alert → Top 20 highest match jobs

• Next alerts → Only high-quality matches (score-based filtering + randomization for diversity)

This is still evolving, especially the matching algorithm, but the direction is clear:
👉 From “CV builder” → to “end-to-end job search optimizer”

🎯 What’s next?

• Smarter job matching (better keyword + experience alignment)

• Deeper ATS feedback integration into job recommendations

• More automation across the job application flow

If you tried Auto CV before, this is a much more refined version.

I’d appreciate any feedback — especially on:

• UI/UX improvements

• Job alert usefulness

• Missing pieces in the workflow

Thanks for checking it out.
https://autocvs.com/

If you’d like to share feedback, you can reach out through the support section.
https://autocvs.com/support