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AI Recruiter

What is an AI recruiter?

A plain answer: what an AI recruiter does, what it is not, the three kinds on offer and how to judge one before you buy.

By Roi Elco, Founder of MetaDay · 31 October 2026 · 6 min read
AI RECRUITERWHAT IT ISTHE WORK, THE LIMITS

An AI recruiter is software that does the recruiting work on an open role. It searches for people, contacts them, holds first calls, books interviews and ranks candidates against your brief. Your team sets the limits, meets the final people and decides who to hire.

The name is used loosely. Some products that carry it do one step. Others do nearly all of it. This page shows you the work, the kinds on offer and how to judge one before you buy.

The test is simple. Ask where it starts, where it stops and who decides.

The work, step by step

Most of the hours in a hire sit between the brief and the final interview. That is the part a full AI recruiter takes on.

StepThe AI recruiterYour team
BriefReads the role, the must-haves and where you can bendGives the brief and sets the limits
SearchSearches the market, including people who are not lookingChecks the first people it finds
OutreachContacts people, follows up and answers repliesDecides what may be said
First callSays it is an AI, explains the role and answers questionsReads what came out of it
TermsAligns pay, conditions and start dateSets the range
InterviewsBooks them into your calendarHolds the final interviews
DecisionRanks people against the same criteria and shows the evidenceDecides who gets the offer

What an AI recruiter is not

It is not an ATS. An ATS is a system of record. It does not contact anyone. An AI recruiter does the work, and the results go into the system you already use.

It is not a job board. A job board waits for people to apply. An AI recruiter also goes out and finds people who never saw your advert.

It is not the decision maker. It can rank people and show why. It should not choose who gets hired.

It is also not an agency with a new label. We cover that difference in AI recruiter vs AI recruitment agency.

Three kinds you will meet

Ask a supplier where the product starts and where it stops. The answer usually puts it in one of three groups.

KindStartsStopsLeft for your team
Sourcing assistantAt the searchAt a list and draft messagesOutreach, calls, scheduling, terms
ScreenerAfter someone appliedAt an interview resultFinding people, scheduling, terms
AI recruiting teamAt the briefAt your final people to meetFinal interviews and the decision

All three can be useful. The right one depends on where your hours go today.

Where it helps, and where it does not

It helps most when the same steps repeat across many people. Clear criteria, plenty of follow-ups and a hiring manager who wants to spend time only on the final people.

It helps less when one relationship decides the hire, such as a delicate executive move. There, a specialist recruiter earns their place. An AI team can still carry the repeat work around them.

It also needs care. Candidates can be wary of AI, and any scoring can carry bias. That is why the limits, the disclosure and the human decision matter. Read the disadvantages of AI in recruitment. See our responsible AI hiring checklist.

One real example

World Mobile Group needed a QA Specialist. MetaDay did the work between the brief and the final interview. World Mobile's team held that interview and made the decision.

From open role to signed hire: one working day. Read the World Mobile case study.

One hire is not a promise for every role. It does show where the time goes. Finding people is rarely the slow part. Everything after it is. Read more on whether AI recruiters work.

How to judge one before you buy

  1. See a full run. Ask to see one role from brief to shortlist, not a slide.
  2. Test the limits. Set a limit and check that it holds.
  3. Listen to a call. It should say it is an AI, name the company and offer a way to reach a person.
  4. Ask about recording. It should ask before keeping anything.
  5. Ask who decides. If the answer is not "you", walk away.

Candidates ask the same things from the other side. Our guide on whether AI recruiters are legit covers it.

What an AI recruiter costs

Suppliers price per seat, per open role or per hire. Compare what is included before you compare the number.

MetaDay is priced per open role: $299 a month billed yearly, $399 billed quarterly or $499 month to month, with no fee per hire. Scout, which finds and ranks people, is free to start. Current prices are on the pricing page.

Common questions

Is an AI recruiter the same as an ATS?

No. An ATS is a system of record. It holds candidates and hires. An AI recruiter does the work: it searches, contacts, calls, books and ranks. The two sit side by side, and the results go into the system you already use.

Will an AI recruiter replace human recruiters?

No. It takes over the repeat work, such as searching, following up and scheduling. People keep the judgement: knowing the hiring manager, reading the person and closing the hard conversation. One recruiter can then give every open role proper attention.

Does an AI recruiter tell candidates it is an AI?

A good one does. It should say so at the start, name the company it works for and give the candidate a way to reach a person. Ask any supplier to show you this on a real call.

Who makes the hiring decision?

Your team. An AI recruiter can rank people and show the evidence behind each rank, but people should meet the finalists and decide who gets the offer.

Is it legal to use an AI recruiter?

In most markets, yes, with conditions. The rules differ by country. The EU AI Act treats AI used in hiring as high risk, and some US states add their own rules. Check what applies to you before you start.

How much does an AI recruiter cost?

Suppliers price it in different ways, such as per seat, per open role or per hire. Compare what is included before you compare the number. MetaDay is $299 to $499 per open role a month, depending on billing, with no fee per hire.

MetaDay is the AI recruitment team behind your one recruiter.