AI-Powered Professional Profiles: Write Better, Match Smarter

Writing a compelling professional summary is one of the hardest parts of building your profile. You know your experience — but translating it into punchy, recruiter-ready language is a different skill entirely. Most people undersell themselves without realizing it.

We've been thinking about this problem for a while. Today we're shipping two AI features designed to close that gap.

What's New

AI Writing Assistant

The hardest field to fill is always the summary. It's the first thing a recruiter reads, and it needs to do a lot of work in three to five sentences: establish who you are, what you're good at, and why you're worth a call.

The AI writing assistant sits right inside the editor. After you write your summary — even a rough draft — you can click Improve with AI and get a suggested rewrite in seconds. The original stays visible so you can compare and decide whether to apply it or not.

It's not a replace-everything button. It's a rewrite suggestion that you control.

The same button also works on:

• Work experience highlights — turns passive bullets like "worked on search infrastructure" into active, specific achievements like "redesigned search indexing pipeline, reducing query latency by 35%"
• Project descriptions — sharpens vague summaries into concrete statements about what you built and the impact it had

The AI is given context about your role and company, so suggestions are targeted rather than generic.

Job Description Match

This one is for active job seekers who apply to multiple roles and want to know where they stand before sending a link.

On your dashboard, each profile card now has a Match Job button. Paste a job description, click analyze, and get back:

• A match score (0–100) based on how well your profile aligns with the requirements
• Strengths — specific things your profile does well for this role
• Gaps — requirements the role asks for that your profile doesn't address
• Suggestions — concrete changes that would improve your fit

This is useful in two ways. First, it tells you whether to bother tailoring before applying. Second, it gives you a clear list of what to add to your profile to improve your odds.

If you're on the Pro plan and using multiple profiles, you can match different versions of your profile to different types of roles — then duplicate and edit to optimize each one.

AI Cover Letter

Once you've matched against a job description and tailored your profile, the next step is usually the cover letter — which is where most people lose momentum.

The cover letter generator is also on your dashboard profile card. Paste the job description into the Cover Letter panel and get back a three-paragraph letter built from your actual profile data:

• An opening that connects your interest to something specific about the role
• A middle paragraph linking two or three of your experiences to the job's key requirements
• A confident close with a call to action

Unlike a generic ChatGPT prompt, it reads your real profile — your actual summary, your actual experience, your actual title — and combines that with the job description. No [Company Name] placeholders. No boilerplate opener. Just a tailored first draft you can copy and edit.

Read the full article: AI Cover Letter Generator: Write a Personalized Letter in Seconds

Why We Built These

The honest reason: most people have better experience than their profile shows. Not because they're bad at their jobs, but because writing about yourself is genuinely difficult — and most people don't get feedback on it until a recruiter ignores them.

AI writing tools have become good enough that a simple rewrite suggestion can meaningfully improve a summary without making it sound robotic. We tested a lot of outputs before shipping this. The goal was to help users sound more like themselves at their best, not like a generic LinkedIn profile.

The job match feature came from a different observation: people spend hours guessing whether they're qualified for a role. A 72% match with three specific gaps is much more actionable than uncertainty.

How to Access These Features

Both features are available on Job Seeker ($9/month or $30 lifetime) and Pro ($15/month) plans.

The writing assistant appears in the profile editor — look for the Improve with AI button below your summary, experience highlights, and project descriptions. The job match button is on each profile card in your dashboard.

If you're on the free plan, you'll see the button but will be prompted to upgrade when you click it.

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If you have feedback on either feature — results that were off, suggestions that didn't apply, anything — we read every reply. This is early, and we're iterating.

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