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RoleRank + Perplexity: research the company behind a high-ranked role, with sources, before you apply

RoleRank ranks new job openings against your résumé and links to the original posting. Perplexity answers with citations, so once a role ranks high you can look into the company behind it, open each source and go into an application or interview better prepared.

AgentStructure.AI5 min read

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When RoleRank ranks a role high for your résumé, ask Perplexity about the company behind it, with sources you can open and check.
Example alert. Names and numbers are illustrative.

Key takeaways

The short version.

  • RoleRank compares new openings with your résumé, ranks them by fit and gives reasons, gaps to check and a link to the original posting. It never applies for you.
  • Perplexity answers with citations, which suits the second step: researching the company, its products and its recent news once you know which role fits.
  • Perplexity's help center describes custom remote connectors that take an HTTPS MCP address, so you can try adding RoleRank yourself if your account allows it.
  • The help page does not say which plans include custom connectors, and organization members need an admin to allow them, so check your own account.
  • Company research is a set of leads to read, not a verdict. Nothing here is a partnership or built-in integration, and no tool can promise an interview or an offer.

Who it is for

Who is this pairing for?

  • It is for job seekers who have a shortlist and want to know who they would be working for before they apply or sit an interview: people…

  • RoleRank reads your résumé once, then ranks new openings by how well they match your actual experience.

  • RoleRank supplies the ranking, the reasons and the link to the real posting.

It is for job seekers who have a shortlist and want to know who they would be working for before they apply or sit an interview: people changing roles, returning to work, or moving into a new industry.

RoleRank reads your résumé once, then ranks new openings by how well they match your actual experience. Its sources include official Greenhouse, Lever, Ashby and SmartRecruiters boards for companies you add, plus broader public listings, with duplicates removed by apply link. New openings are checked once a day and whenever you ask, so it is not a live feed. Perplexity is an AI answer engine that cites the pages it read.

RoleRank supplies the ranking, the reasons and the link to the real posting. Perplexity helps you research the employer. This is not an official integration, and AgentStructure has no partnership with Perplexity.

Use cases

4 ways people use RoleRank + Perplexity.

  1. Company brief

    1. Research the company behind a top-ranked role

    Start with RoleRank: which roles rank highest for my résumé today? Pick one, then ask Perplexity for a short brief on the employer: what it does, how big it is and what it has announced lately. Give it the company name and the posting link.

    Because Perplexity cites its sources, you can open each page and see whether a claim comes from the company itself, a news outlet or a forum post. Treat the answer as a starting point for reading.

  2. Recent news

    2. Find recent news before an interview

    Before an interview, ask Perplexity what has been reported about the company in the past few months, such as new products, leadership changes or expansions, and to link each item.

    Knowing one or two real developments lets you ask better questions. Check dates and sources yourself, since coverage can be old, partial or wrong.

  3. Context

    3. Compare a company with its competitors

    If RoleRank puts two roles from different employers near the top, ask Perplexity how the two companies differ in size, products and public reputation, with a source for each point.

    This can help you decide where to spend your effort. It cannot tell you which job will suit you; the reasons and gaps in RoleRank, and your own judgment, do that.

  4. Smart questions

    4. Turn a gap into a question for the interviewer

    RoleRank shows what the posting asks for that your résumé does not. Ask Perplexity how the company describes that skill or tool in its public pages, then bring a question about it to the interview.

    Be honest about what you have done. Research helps you ask well; it does not change what is on your résumé.

On your phone

What the alerts look like.

Illustrative

Figure 1

An example exchange. The role, company and details are made up.

Example alerts. Every name, number and event shown is illustrative.

How to

How do I use RoleRank with Perplexity?

  1. Step 1

    Sign up at [rolerank.me](https://rolerank.me) and upload your résumé. The remote MCP address is https://rolerank.me/mcp. Listing tools needs no key, but using them does.

  2. Step 2

    Open the Connector tab in your RoleRank account and create a key. Save it somewhere safe.

  3. Step 3

    In Perplexity, open Plugins, or Customize and then Connectors. Per its [help center](https://www.perplexity.ai/help-center/en/articles/13915507-adding-custom-remote-connectors), choose Add custom, then Add MCP connector, and select Remote.

  4. Step 4

    Enter a name and the address, which must use HTTPS. The help page lists None, API Key and OAuth 2.0 as authentication options; pick the one your screen lets you use with the key. Tick the acknowledgement box and click Add.

  5. Step 5

    Click the connector card to authenticate and enable it, then ask for your best-ranked roles. If you cannot add it, copy the role details and posting link from RoleRank into Perplexity and ask about the company there.

Perplexity's help page does not say which plans can add custom connectors. Organization members need an admin to allow it, and the page warns that Perplexity cannot verify third-party servers, so only add connectors you trust. RoleRank is not listed in Perplexity's directory or built into it.

Open RoleRank + PerplexityConnect your AI

FAQ

Frequently asked questions.

Is RoleRank an official Perplexity integration?

No. There is no partnership, listing or built-in integration. Perplexity describes custom remote connectors, and you add RoleRank's address yourself if your account allows it. Otherwise you can paste a role into a Perplexity chat.

Does my Perplexity plan support custom connectors?

Perplexity's help pages don't say which plans include them. In an organization, an admin must turn on member-added connectors, which is off by default. Check your own account.

Can I trust what Perplexity says about a company?

Treat it as a lead. It finds pages and cites them, but it can miss things or surface old or wrong pages. Open the sources and compare them with the company's own site.

Does RoleRank apply to jobs for me?

No. It ranks roles and links to the original posting. You decide whether to apply and you send everything yourself.

What does it cost?

The apps are free during the beta, and RoleRank's free plan includes ranking whenever you ask, Today's five, reasons, gaps and apply links. A premium plan with bulk ranking and matching jobs sent to you is listed as coming soon, so check the site for the current status.

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