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The right job was posted this morning. You saw it first.

RoleRank compares new openings with your résumé as they are posted, so the roles that fit you reach your phone before you have to go looking.

AgentStructure.AI5 min read

Works with

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant
An example alert. You never asked. Your assistant brought it to you.

The moment

The job you wanted was posted at 8 AM. It closed in a week.

Job hunting has a cruel rhythm. The good roles are posted, fill up with applications within days, and close. Meanwhile you are refreshing five job boards, scrolling past listings that are not for you, and wondering whether you missed the one that was.

You could set up alerts, but alerts match on words, not on you. “Manager” brings you everything with “manager” in it. What you want is something that knows your résumé and tells you only about the openings that actually fit.

That is RoleRank. You share your résumé once. It compares new openings with your experience as they are posted, and your assistant tells you about the ones that rank high, with why they fit and what they may be missing. It never invents a job and it never applies on your behalf. The decision, and the click, stay yours.

Just ask
Ask in plain English, anytime.

What it does

Real openings, ranked against your résumé.

RoleRank reads openings from official employer job boards, the systems companies use to post their own roles, and compares each one with your résumé. Every result is a real listing with a real link; the app does not make up jobs to fill a list. For each match you get a score, the reasons it fits, and the gaps you might want to address in a cover letter.

Tell it which companies you never want to see and they stay out of your next brief. Ask for a fresh ranking anytime, or let it send new matches as they appear.

Watching 24/7

It watches

  • New openings on official employer job boards
  • How each opening compares with your résumé
  • Companies you have asked it to leave out
Sent to you

It sends you

  • A note when a new role ranks high for you, with the apply link
  • Why it fits and what it may be missing
  • A ranked brief whenever you ask

A day in the life

A day of job hunting, without the hunting.

Here is a day where the openings come to you, ranked, and the only thing left to do is decide which ones deserve an application.

  1. 1
    7:30 AMMorning brief

    A morning brief from your saved résumé. No scrolling.

  2. 2
    11:45 AMMatch found

    A strong match goes up mid-morning. You see it the same morning.

  3. 3
    6:00 PMJust ask

    An evening check. If nothing fits, it says so.

Before and after

The difference between a pile and a shortlist.

Ask a general assistant for jobs and you get a list of listings. Ask one with RoleRank connected and you get the ones that fit you, with the reasons.

Before: an assistant that waits

A pile of listings, most not for you, and the sorting is still your job.

After: an assistant that tells you first

The app notices first and your assistant brings it to you. You just read.

Works with your assistant

RoleRank in the chat you already use.

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant

Your résumé lives in RoleRank. Your assistant lives in your messages. Connected, the two make job hunting feel less like refreshing a page and more like being told.

Here is the simple version of how it works. RoleRank exposes its abilities as MCP tools and a REST API. An assistant that supports MCP or API connectors can call those tools on a schedule, or the moment you ask, and relay the answer in the chat you already use. We cannot promise what any particular assistant supports today, so think of these as the doors we have built, ready for whichever assistant walks through them.

  • Muse.ai

    Meta's personal AI, reachable in WhatsApp and iMessage-style chats. When Muse can use an MCP or API connector, it could ask RoleRank for you and reply in the thread you already have open.

  • Instinct

    An assistant that lives in WhatsApp. Connected the same way, it could check RoleRank on a schedule or whenever you ask, and send the answer as a normal message.

  • Grok

    xAI's assistant. Our apps were first built with Grok's app builder. Where Grok can reach MCP or API connectors, it could use RoleRank too.

  • Claude, ChatGPT and others

    Any assistant that can add an MCP server or call a REST API can use RoleRank. You give it the app's address, then ask in plain English.

Ready to try it? The connect page for RoleRank has the address to give your assistant.

Relayed by your assistant
Your assistant asks the app, then answers you in your own chat.

Free vs Premium

Try it free. Upgrade when you want more.

Free is for asking: rank the openings against your résumé whenever you like. Premium is for being told, with bulk ranking and new matches sent to you as they appear.

Free

Rank jobs against your résumé whenever you ask.

Connect RoleRank to your AI assistant, or open the app. No payment is needed.

Premium · $19.99/month

Bulk ranking and new matching jobs sent to you.

Premium is free while we are in beta. Join the waitlist and we will tell you before paid plans start.

Join the waitlist

Want every application? All Access is $79/month. See all pricing.

Connect RoleRank

Give your assistant the address. Then just ask.

RoleRank connects to AI assistants through its API and MCP. The connect page has the address, the steps and the first thing to say.

Connect to API/MCP for RoleRankOpen RoleRank

rolerank.me

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