AI recruiting assistant for sourcing, screening, and outreach

What an AI recruiting assistant should actually do

Most recruiting work is not the hiring decision. It is the hours before it: searching for people, reading profiles, deciding who fits, and writing notes that do not sound like a mass mail. An AI recruiting assistant earns its place when it removes that busywork without taking the decision away from you.

Jobomate keeps a real browser and an AI assistant side by side in one window, so sourcing, screening, and writing all happen in the same place. The assistant works the page in front of it, gathers what it finds into one trackable list, and turns the strongest matches into messages you can review. Nothing is sent on autopilot, and nothing is invented; every claim is meant to trace back to something you can see.

How it sources candidates

Sourcing starts with the role brief. Point Jobomate at your brief so the search is grounded in the genuine requirements rather than a keyword guess. Then open a candidate source in the built-in browser, a LinkedIn search, a portfolio site, a community page, or a plain Google search, and ask the assistant in plain words to find matching candidates.

• Evidence you can check. The assistant collects candidates with visible evidence from the page, so you are not trusting a black box. It explains, in a sentence, why each person looks like a fit.
• One trackable list. Matches gather into the Candidates and Tracker tabs, so a sourcing run becomes an organised shortlist instead of a pile of open browser tabs.
• Your sites, your sources. Jobomate drives the real browser on the sites you already use, so you control where it looks.

How it screens and shortlists

Screening is where volume usually breaks quality. The assistant compares each candidate against the brief, separates must-have constraints from nice-to-have ones, and surfaces a realistic shortlist rather than everyone who happened to match a keyword. You can ask it to score the strongest matches, then shortlist only the people worth your outreach.

Because the screening is grounded in the brief and the evidence on the page, you can sanity-check every call. If a match looks weak, you remove it; if the brief was too loose, you tighten it and run again. The assistant keeps you fast, but the shortlist is still yours.

How it drafts outreach

For each shortlisted candidate, Jobomate drafts personalised outreach tied to the specific role and what makes that person a fit. The result reads like a note written for one person, because it is grounded in their evidence and your brief, not a template with the name swapped in.

This broad page covers the whole recruiter loop. If outreach is your main focus, the dedicated guide to recruiter candidate outreach that gets replies goes deeper on writing messages candidates actually answer.

You stay in control: the approval wall

The thing that separates a helpful assistant from a risky one is who presses send. With Jobomate, you do. An approval wall sits in front of every message: the assistant drafts, you read, you approve. Editing an approved draft sends it back for re-approval, so a rushed message never goes out under your name.

• Dry-run by default. Jobomate practises safely and does not send until you connect your email and run a test.
• Sends from your own inbox. Approved outreach goes out from your own email account, so replies come straight back to you.
• Measured cadence. Sensible rate limits and quiet hours keep your outreach paced, protecting your sender reputation.
• Auto-send stays off. Automation is optional and disabled until you deliberately enable it.

Private and local AI for candidate data

Candidate data deserves care. Jobomate is a local-first macOS app, so your role briefs, sourced candidates, and drafts stay on your own Mac. You bring your own AI through six connection types, from a cloud API key to a fully private local model.

For sensitive searches, run a private local model with Ollama, LM Studio, or a GGUF file so candidate details never leave your machine. The dedicated guide to a private local AI job search explains the offline setup, and it works exactly the same way for recruiter sourcing.

The recruiting workflow, end to end

A sourcing run in Jobomate follows the same calm rhythm every time:

• Load the role brief so every step is grounded in the real role.
• Source candidates in the built-in browser and collect them with visible evidence into one list.
• Screen and shortlist against must-have constraints, scoring the strongest fits.
• Draft outreach personalised to each shortlisted candidate.
• Approve and send from your own inbox, spaced sensibly, only after you read each message.

For the full setup from first launch, including choosing Recruiter mode, connecting an AI model, and the detailed workflow playbooks, see the complete guide to using Jobomate.