What are AI agents for recruiting?

Software that runs a recruiting workflow on its own rather than waiting for you to click each step. In practice there are three kinds. Autonomous sourcing agents search the open market for people who have not applied, score them, find contact details and start the outreach. ATS-bundled agents score and screen the applicants already in your pipeline. And marketplace agents match a role to vetted candidates or vetted recruiters inside a closed pool. Only the first kind finds new people.

How much does an AI recruiting agent cost?

Published pricing in September 2026 ranges from free entry tiers to a few hundred dollars per user per month. Pin lists a free plan, a Solo plan at $99 per user per month billed annually and a Professional plan at $135 per user per month on annual billing ($179 monthly). Perfect does not publish prices and requires an annual commitment. Dover's ATS is free with a $199 a month premium tier. The best-funded agents tend to quote per customer rather than list a price.

Which AI recruiting agent should a recruitment agency choose?

The one that does the whole job for both sides of the desk. An agency needs an agent that finds people who have not applied, verifies how to reach them, scores them against a written brief with the evidence cited, runs the outreach and handles the reply, and does the same for finding clients. It also needs a vendor that will still exist next year and lets you export everything if it does not. Instalent is built around exactly that list, which is why it is our answer.

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Alternatives AI & Tools

AI Agents for Recruiting in 2026: The New Sourcing Agents, the Ones That Already Closed, and the Alternative Built for the Desk

AI agents for recruiting, compared honestly: what the new sourcing agents cost, why two of the best-funded ones shut down, and six questions to ask before you sign.

Jon JönssonFounder & CEO, InstalentSeptember 23, 202613 min readData reviewed September 21, 2026

One agent for the whole job: brief, search, score, verify, reach, reply.

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AI Agents for Recruiting in 2026: The New Sourcing Agents, the Ones That Already Closed, and the Alternative Built for the Desk

Two years ago "AI agents for recruiting" meant a handful of well-funded startups promising a recruiter that never sleeps. Since then the category has split three ways, two of the most-cited names have closed, and every ATS has bolted an agent onto the pipeline you already have. If you are a senior recruiter or an agency owner trying to work out what is real, this is the honest map: what Instalent's agent does first, what the new sourcing agents actually cost, what happened to the last wave, and six questions that separate an agent that does the job from one that does a demo.

What Instalent's agent does, first

This is our blog, so the fair place to start is with what we built. The Instalent recruiting agent is one agent that runs the whole sourcing job from a written brief:

Search the open market, not just your database, for people who fit the brief, including the ones who never applied. That is AI candidate sourcing.
Score every profile against the same rubric, with the evidence cited, so a shortlist is defensible in front of a hiring manager. That is candidate analysis.
Verify how to reach them through enrichment from multiple sources, charged only when a contact is found.
Run the outreach as multichannel sequences that stop the moment someone replies.
Handle the reply in the unified inbox, drafting or answering under a persona and approval settings you define.
Do the same for clients. Client prospecting runs on the same engine, so an agency's two halves share one memory.

You can drive it from the app, from a scheduled task that runs every morning, or from your own AI assistant over MCP. What it will not do is pretend to interview anyone, and it never sends a message you have not approved the settings for.

The three kinds of AI agents for recruiting

The phrase covers three products that overlap almost nowhere, and most buying mistakes come from confusing them.

Autonomous sourcing agents. These search a large profile database (the vendors quote 750 million to 850 million profiles), pick people who match a job, find contact details and run outreach. They are the only kind that adds new people to your pipeline.
ATS-bundled screening agents. Many applicant tracking systems now ship an agent that scores, ranks and replies to the applicants you already have. Useful when the flood is the problem. They see only the pipeline you already built; they cannot find the person who never applied. We drew that line in recruiting CRM vs ATS: a system of record describes the pipeline, a system of work builds it.
Marketplace agents. Closed pools where the agent matches a role to vetted candidates, or matches your role to a vetted recruiter who works it for a fee. Fast for a narrow specialism, and the pool is the vendor's, not yours.

The rest of this post is about the first kind, because that is what a sourcer or an agency is actually shopping for.

The new sourcing agents, priced

All positioning and pricing below was read on the vendors' own sites on 21 September 2026. Prices change; this is a snapshot.

Agent	What it says it does	Data claim	Published pricing (Sept 2026)
Perfect (Tel Aviv)	Finds and qualifies passive talent, screens and scores applicants, sends personalised outreach; separate plans for agencies	800M+ profiles	Not published; custom quote, annual commitment on every plan. $23M seed, February 2025
Pin	AI sourcing, automated outreach sequences, AI interview scheduling; integrates with 120+ ATSs	850M+ profiles	Free plan; Solo $99 per user/month (annual only, 500 contact credits); Professional $135 per user/month annual or $179 monthly (1,000 credits); Business custom
Dover	A free ATS with AI applicant scoring on the paid tier, plus a marketplace of vetted recruiters who set their own rates	Not stated	ATS free; Premium ATS $199/month; marketplace recruiters priced individually
Tezi (Max)	Billed as a fully autonomous AI recruiter: sourcing, screening, scheduling	750M profiles at launch	$9M seed, August 2024. Told customers in March 2026 it was closing on 12 April 2026, with 30 days to export data
Moonhub	AI-driven talent sourcing with human recruiters in the loop	Not stated	$14.4M raised. Wound down in June 2025; most of the team joined Salesforce

Two patterns. The live agents that publish a price are priced per seat, which suits an in-house team and gets expensive for an agency with a rota of consultants. And the two names that raised the most attention in 2024 are the two that no longer exist as products.

The seven steps of the sourcing job an AI recruiting agent has to cover end to end: brief, search, score, verify, reach, reply, hand off — The job is the whole strip. Most agents cover two or three steps and leave the rest to you.

What happened to the last wave

Moonhub had raised $14.4 million since 2022 from investors including Khosla Ventures, GV and Salesforce itself, and had served hundreds of companies including firms in the Fortune 500. In June 2025 it wound down its operations and most of its workforce joined Salesforce, where the work feeds Agentforce. Tezi raised a $9 million seed in August 2024 to launch Max, "the first fully autonomous AI recruiter", and in March 2026 told customers it was shutting the product on 12 April with a 30-day window to export their data.

Neither of those is a story about recruiting getting worse. Recruiting is fine; the desks are busier than ever and the good ones are getting faster. It is a story about tooling risk, and it is the most useful thing the category has taught buyers so far. An agent is not a subscription you can swap next quarter. It is a workflow your consultants come to depend on, with your candidates, notes and conversations inside it. When a vendor pivots, the 30-day export window is the only thing standing between you and a rebuilt pipeline.

So the questions to ask a recruiting agent vendor are not only "what does it do". They are also "who pays you", "what happens to my data", and "does it do enough of the job that I could run my desk on it".

Vendor churn is not a reason to wait

The right response to a fast-moving category is not to sit it out; the desks that adopted early are the ones with the productivity numbers to show for it. It is to buy the way you would hire: for the whole job, with references, and with an exit clause. The six questions below are that exit clause.

Six questions to ask any recruiting agent before you sign

Does it find people who have not applied? If it only works the pipeline you already have, it is a screening tool, whatever the name says.
Does it verify contact details, or just display them? A number that is on the profile and a number that is confirmed live are different products. Ask what happens when the first source is wrong.
Does it score against my brief, with the evidence? A score without the reason it was given is a black box a hiring manager will not accept. Ask to see the breakdown on a real profile.
Does it handle the reply? Sending is the easy half. Ask what happens at nine on a Sunday when a candidate answers, and whether the sequence stops.
Does it work the client side too? For an agency this is half the desk. An agent that only sources candidates leaves your BD on spreadsheets.
What is the exit? Full export, in a format your next tool can read, on request, at any time. If the answer is a 30-day window after a shutdown notice, you have your answer.

If you want the longer version of this checklist, the AI recruiting agents guide covers capabilities, workflows and where a human stays in control, and the state of AI sourcing in 2026 has the adoption data behind all of it.

The alternative built for the desk

The new sourcing agents are real products with real customers, and the best of them will keep improving. What they mostly share is a narrow slice of the job: search and outreach for an in-house team, priced per seat, with the verification, the scoring, the reply and the client side left to other tools. Instalent's agent was built the other way round, from the whole job backwards, for the agency and the senior sourcer who need both sides of the desk in one place, and with everything exportable because it is your data.

Want one agent that does the whole job, for candidates and for clients? Get started, or see how it fits an agency desk. If you already run an AI assistant, connect it to Instalent over MCP and drive the same agent from there.

Related reading: the best AI sourcing tools in 2026 for the established platforms scored on one rubric, AI recruiting tools on the line between tools you open and tools your AI runs, and agentic AI in recruiting on why most agencies are still on the sidelines.

Sources

Perfect - Pricing (read 21 September 2026: custom pricing, annual commitment on every plan, in-house and agency tiers; 800M+ profiles) and PR Newswire - Perfect Raises $23M in Seed Funding (25 February 2025; Tel Aviv; led by Hanaco Ventures with Joule Ventures)
Pin - Pricing (read 21 September 2026: Free; Solo $99 per user/month billed annually, 500 monthly contact credits; Professional $135 per user/month annual or $179 monthly, 1,000 credits; Business custom; 850M+ profiles; 120+ ATS integrations)
Dover - Pricing (read 21 September 2026: free ATS; Premium ATS $199 per month with AI applicant scoring; recruiter marketplace where recruiters set their rates)
8VC - Ready, AI, Hire: Announcing Our Investment in Tezi (August 2024; $9M seed led by 8VC and Audacious Ventures for Max, sourcing, screening and scheduling, 750M profile database)
Truffle - Tezi is shutting down, what it means for AI hiring tools (13 March 2026; Tezi closing on 12 April 2026, customers given 30 days to export data)
Salesforce Ben - Salesforce Picks Up Talent from Closing AI Startup Moonhub (3 June 2025; Moonhub winding down operations with Salesforce taking on the majority of its workforce; $14.4M raised since 2022 from investors including Khosla Ventures, GV and Salesforce; hundreds of customers including Fortune 500 firms)