Guide

AI recruiter: what it is, the kinds of tools, and what they cost

Prices and facts checked 1 November 2026

An AI recruiter is software that does part of a recruiter's work on its own: it finds candidates, writes to them, follows up, asks the first questions and books interviews. AI recruiting tools differ in how much of that they do, whom they reach and how you pay for them: per seat, per click, per invite, per hire or as a share of salary. Below are the kinds of tool, a table of the main options with prices as of November 2026, and the questions that tell them apart.

Our pick

Our pick for hiring managers: HireAll Boost

The only option in the table below that does the whole job (the search, the outreach, the follow-ups, the screening and the booking) and charges only per person it invites: $0.40–0.50 an invite, 100 credits free.

  • About $14–17 an interview estimate, where an agency takes 20–25% of a first-year salary1
  • Passive candidates only, and you meet only people who said yes and filled in your questionnaire: no fake-CV flood
  • 10 minutes to brief it. No seat, no subscription, credits that don't expire
Get 100 free credits → See how it compares

What is an AI recruiter?

Cut into steps, a recruiter's job looks the same everywhere: work out whom you want, find them, get their attention, check that they fit, and get them into an interview. For years software helped with the first two (job boards, LinkedIn search, applicant tracking) and people did the rest.

AI recruiting software changes who does the middle. An AI sourcing tool searches public profiles from a brief written in plain words and drafts the outreach, but a recruiter still runs the campaign. An AI recruiting agent goes further: given a brief and a budget, it decides whom to contact, writes to them, answers their questions, follows up and books the interview, then comes back with people who said yes. That second kind is what most people mean by an AI recruiter.

What an AI recruiter doesn't do is decide whom you hire. A good one shows why it picked each person, lets you approve or turn down each one, and leaves the interview and the offer to you.

Where AI recruiting tools fit

A hiring manager weighs an AI recruiter against four other ways to fill a role. Two of the five use AI at their core; the table further down puts every option side by side.

Job ads with a daily budget

You post the role and pay to show it. Applicants come to you, which is easy to start, but you read every application, and the people who apply are the ones looking right now. AI here mostly ranks the applicants you already have.

How you pay: Per click or per application, out of a daily budget.2,3

LinkedIn job posts, Indeed Sponsored Jobs

Search seats

A licence to search a network and message people directly. You do the searching, the writing, the follow-ups and the scheduling; the seat gives you reach and filters.

How you pay: A subscription per seat: about $140–170 a month for Recruiter Lite, $8,000–12,000 a year for LinkedIn Recruiter.4 Every plan: LinkedIn Recruiter pricing.

LinkedIn Recruiter Lite, LinkedIn Recruiter

AI sourcing tools

Search public profiles from a plain-language description, then send email or LinkedIn sequences. Built for recruiters who run many roles: the tool finds and drafts, a person drives.

How you pay: A subscription per seat, with outreach agents or credits on top.5

Juicebox, hireEZ, SeekOut, Gem

Best for hiring managers

AI recruiting agents

Take a brief and run the outreach from start to finish: pick people, write, follow up, answer questions and book interviews. You review the candidates and the replies, or only the interviews.

How you pay: A monthly plan, a fee when you hire, or a credit per invited person: Pin sells plans,6 Metaview's fillmore charges on hire,7 HireAll Boost $0.50 an invite.

Pin, Metaview's fillmore, HireAll Boost

Recruiters and agencies

A person who does all of it, with judgement no tool has yet. Also the most expensive way to fill a role, and the slowest to start.

How you pay: A salary, about $108,000 a year in the US with payroll costs,8 or 20–25% of first-year salary per hire.1

An in-house recruiter, a contingency agency

AI recruiting software and its alternatives, compared

Public prices as of November 2026, each with its source. "Your time" is the hiring manager's time, not the tool's. HireAll Boost's own figures are estimates from its product model until pilot data replaces them.

OptionPriceTo first interviewsYour timeWho you reachFake-CV riskCompare
HireAll BoostOur pickpay per invite$0.40–0.50 per invite, 100 free. ≈ $14–17 per interview estimate~3–7 days, by pace estimate10 minutes to brief, then approve or skipPassive: people who aren't applyingLow
only people who said yes and filled in your questionnaire		How Boost works →
Job ads with a daily budget
LinkedIn job postpromoted, daily budgetOne post free; promoted: a daily budget you set, e.g. $10 a day, paid per click2,9After you read and screen the applicantsReading every applicationActive: whoever appliesHigh
open inbound		Boost vs LinkedIn job post →
Indeed Sponsored Jobsdaily budgetA daily budget, paid per click or per started application3After you screen the applicantsReading every applicationActive: whoever appliesHigh
open inbound		Boost vs Indeed Sponsored Jobs →
Search seats
LinkedIn Recruiter Litesearch seat$170 a month or $1,680 a year per seat, 30 InMails a month10,11As fast as you search, write and follow upHours a week: search, InMails, follow-upsPassive and active, up to your 3rd-degree network12Low
you pick who to contact		Boost vs LinkedIn Recruiter Lite →
LinkedIn RecruiterCorporate seat≈ $8,000–12,000 per seat a year; LinkedIn quotes each deal4,13As fast as your recruiters workA recruiter's working weekPassive and active, all LinkedIn members12Low
you pick who to contact		Boost vs LinkedIn Recruiter →
AI sourcing tools
JuiceboxAI sourcing$99–179 a month per seat billed yearly ($119–199 monthly), plus $199 a month per outreach agent5Not published: depends on replies to your emailsCalibrating an agent, reviewing leads, handling repliesPassive, by email: 800M+ profiles from 30+ sources14Low
outbound, and profiles screened for fraud15		Boost vs Juicebox →
hireEZAI recruiting platform$494–549 a seat a month on an annual plan; teams by quote, median $13,000 a year16,17Depends on replies to your campaigns; its AI Scheduler books18A recruiter directs the agent and approves each step19Passive and active: 1B+ profiles on 45+ platforms, your ATS, applicants18Low
you pick whom to contact; its screen adds a fraud check		Boost vs hireEZ →
SeekOutAI sourcing$149 a month billed yearly ($1,788 upfront) or $179 monthly, 500 contact credits a month; team plans by quote20Depends on replies to your email campaigns, and on your time to scheduleHours a week: searches, shortlists, campaigns, repliesPassive: 1B+ profiles, with emails and phone numbers20,21Low
you pick whom to contact		Boost vs SeekOut →
Gemall-in-one recruiting platformStartups from $130 a month billed yearly; agencies from $99 per user a month; a quote by headcount above 100 people22,23As fast as your recruiters search, send and follow up; candidates book themselves24A recruiter runs searches, approves every message, answers replies25Passive and active: 800M+ profiles, your ATS and CRM, job posts to 100+ boards22,25Low
you pick who to contact; a fraud-detection agent for applications is an add-on22		Boost vs Gem →
AI recruiting agents
MetaviewSourcing agent · fillmoreSourcing: $100 or $300 a month per user. fillmore: paid only when you hire, fee not published7,26fillmore: "meet candidates within days"7fillmore: a brief and one-tap approvals in Slack, then the screening calls7Passive, by email, LinkedIn and WhatsApp; applicants too7,27Low
outbound: it picks whom to contact		Boost vs Metaview →
PinAI recruiter$100–179 a month per user; a free plan too6Depends on replies to its outreach; it schedules the interviewsLinkedIn and text steps by hand, plus reviewing candidates28Passive: by email from your inbox, and LinkedIn by you29Low
outbound		Boost vs Pin →
Recruiters and agencies
In-house recruiterUnited States≈ $108,000 a year with payroll costs8,30Once you have hired the recruiterHiring and managing themPassive and activeMedium
depends on the channel		What a recruiter costs →
Recruitment agencycontingency15–25% of first-year salary per hire, most often 20%31A shortlist in days to weeks; 30–45 days for a retained search31Briefing, reading their shortlistPassive and active, through their networkMedium
they screen for you		Boost vs Recruitment agency →

Product names belong to their owners; HireAll is not affiliated with them.

How an AI recruiting agent works

The steps are the same whichever agent you pick; what differs is how much of each step you see and approve. This is how HireAll Boost runs them.

  1. The briefYou describe the role in plain words or paste the job description. The agent turns it into must-haves, filters, a short questionnaire and the messages, and you correct them.
  2. The searchIt reads the profiles that match and checks each one against your must-haves: the whole profile, not a keyword match.
  3. The outreachIt invites the people who fit at the pace your budget sets, and follows up a limited number of times. A careful agent stays under LinkedIn's daily limits and lets you see every message before it goes.
  4. The screeningPeople who say yes answer your questionnaire, so you read real answers before you meet anyone.
  5. The interviewThey pick a slot in your calendar. You run the interview, and the decision stays yours.
Try Boost with 100 free credits →

Passive candidate sourcing, and why it matters now

A passive candidate is someone who isn't looking for a job: usually employed, often good at it, and not reading job boards. Passive candidate sourcing means going to them instead of waiting for them to apply.

Two things have made it matter more. The first is volume: job posts now draw about 291 applications per hire, against roughly 100 in early 2021,32 so reading applicants has become a job of its own. The second is fakes: Gartner expects one candidate profile in four worldwide to be fake by 2028,33 34% of recruiters already spend up to half their week filtering spam applications,34 and a single North Korean remote IT worker scheme reached more than 70 US employers.35 Outbound sourcing sidesteps both: you choose whom to contact, so nobody gets into your pipeline by flooding it. More in how to spot a fake candidate.

The catch is effort. Sourcing by hand means searching, writing one message at a time and following up, which is why it used to be a recruiter's full-time job. AI sourcing tools and AI recruiting agents exist to take that effort off the hiring manager.

How to choose an AI recruiter

Seven questions sort the options faster than a feature list.

  • Who does the work after the search?A search seat or a sourcing tool leaves the writing, the follow-ups and the scheduling to you; an agent does them. Count the hours you have, not the features.

    Boost: All of it: the invites, the follow-ups, the questionnaire and the booking.

  • How do you pay, and for what?Per seat, you pay whether you use it or not. Per click or per application, you pay for interest you still have to screen. Per invite, you pay for each person contacted; per hire, a fee at the end. Work out what one interview costs, not one month.

    Boost: $0.40–0.50 per person invited, nothing for anyone your filters rule out: about $14–17 an interview estimate.

  • Whom does it reach?Job ads reach active candidates; everything outbound reaches passive ones. If the people you want are busy and not looking, inbound alone won't find them.

    Boost: Passive candidates: the people who aren't applying anywhere.

  • Who sends the messages?Some tools send from your own LinkedIn or email, others from their own accounts. Yours means your name and your network; theirs keeps your account out of cold outreach.

    Boost: HireAll recruiters, on behalf of your company. Yours stays out of it.

  • Can you approve each person?A manual mode, where you approve before the invite and again before the interview, is how you check a tool's judgement before you trust it with more.

    Boost: Yes: in Manual mode, before the invite and again before the interview.

  • How does it keep fake candidates out?Outbound plus a questionnaire before the interview filters most of them out. An open inbox doesn't.

    Boost: Outbound only, plus your questionnaire before any call.

  • What's the commitment?Yearly seats, monthly plans, prepaid credits, a fee per hire: the shorter the commitment, the cheaper it is to find out a tool is wrong for you.

    Boost: None: prepaid credits that don't expire, and a pace you can pause any time.

FAQ

AI recruiters: questions people ask

What is an AI recruiter?

Software that does part of a recruiter's work on its own: finding candidates, writing to them, following up, screening and booking interviews. The most independent kind is called an AI recruiting agent; tools that search and draft messages for a recruiter are AI sourcing tools.

Will AI recruiters replace human recruiters?

Not the judgement. AI recruiters take over the repetitive work (searching, first messages, follow-ups, scheduling), so a hiring manager or a recruiter spends their time on the interviews and the decision. The hire stays a person's call.

How much does AI recruiting software cost?

It depends on how it charges. AI sourcing tools are subscriptions: from $99 a month per seat for Juicebox, with outreach agents on top,5 $149–179 a month for SeekOut's entry plan,20 up to $494–549 a seat a month on hireEZ's annual plan;16 Pin's plans run $100–179 a month;6 Metaview's fillmore charges when you hire;7 HireAll Boost charges $0.40–0.50 per invited candidate, with 100 credits free. For comparison, an agency takes 20–25% of first-year salary.1

What's the difference between an AI sourcing tool and an AI recruiting agent?

A sourcing tool finds people and drafts messages for a recruiter, who runs the campaign. An agent runs the campaign itself: it decides whom to contact within your criteria, writes, follows up and books interviews, and you review the results.

What is passive candidate sourcing?

Finding and contacting people who aren't looking for a job, instead of waiting for applicants. It reaches people who never visit job boards, and because you choose whom to contact, fake applications don't get in.

Is AI recruiting compliant with GDPR?

It can be, when the tool processes candidates' professional data on a lawful basis and lets people see, correct or delete it, or object to being contacted. HireAll processes professional profiles under legitimate interest and answers those requests. Its AI checks profiles against your must-haves; it doesn't decide whom you hire.

What is the best AI recruiter?

The one that matches how you hire. If you have recruiters and many roles, an AI sourcing tool makes them faster. If you are a hiring manager without time to source, an agent that books interviews fits better. If you hire one or two people a year and like doing it yourself, a LinkedIn Recruiter Lite seat may be enough. The comparison pages linked from the table go through each option in detail.

Stop sifting. Start hunting.

Describe the role, pick a pace and meet the first people who said yes.

Get 100 free credits →

No card. 1 credit = one candidate who gets an invite.

Sources

  1. SHRM, How to Work Effectively with an Executive Search Firm, 18 July 2016: contingency recruiters "usually earn a fee in the area of 20 percent to 25 percent of the role's first-year cash compensation"; a retained search's standard fee "is about 33 percent of the role's annual salary, bonus and signing bonus". Checked 2 November 2026
  2. LinkedIn Help, Promoted job posts: you pay only for clicks, never more than your daily or total budget; a daily-budget post runs until you close it, or for up to 6 months. Checked 1 November 2026
  3. Indeed, How pricing works, last updated 19 August 2026: "There is no flat upfront fee to post a job on Indeed"; for paid posts "you set a budget and pay based on results (per click or per started application, depending on the budget type and market)"; "you can pause or close jobs at any time with no long-term contracts"; up to three free jobs a calendar month, which "fall back in search as new jobs are added". Checked 2 November 2026
  4. Vendr, LinkedIn Software Pricing & Plans 2026, last updated February 2026: Recruiter: "List pricing typically ranges from $8,000 to $12,000 per seat annually"; "Discounts of 15–30% off list are common". Recruiter Lite: "around $140–$170/month per seat when billed annually". Checked 2 November 2026
  5. Juicebox, pricing: Billed yearly (the default): Starter $99, Growth $179 "per seat/month"; monthly $119 and $199; Business "Custom (Available on annual only)". "Juicebox Agents $199 per agent/month", with "Unlimited contact credits" and "Unlimited email credits". Contact credits: 500 a month on Starter, 1,500 a seat on Growth, phones from Growth. ATS and CRM integration: Business. "connect your Gmail account to send emails from Juicebox". "Juicebox is built for recruiters." Booking and a questionnaire aren't among the listed features. Checked 2 November 2026
  6. Pin, pricing: Free: "$0 free forever", "5 contact lookup credits per week", "Email-only sequences". Solo: "$100 per month, per user, billed annually", "not available on monthly billing", 500 contact credits a month, 1 mailbox. Professional: $135 a month per user billed yearly or $179 monthly, "1,000 credits per seat / month", 5 mailboxes per user. Enterprise: custom. An email or a phone number costs 1 credit; ATS integration is an add-on below Enterprise. Checked 2 November 2026
  7. Metaview, fillmore: "finds candidates, runs personalized outreach, and books screening calls completely autonomously"; "share a job description or example profiles"; it "maps the market and deep researches every prospective candidate"; "interested candidates land straight on your calendar – you approve each meeting in one tap, right in slack"; "7-minute setup", "meet candidates within days", "only pay when you hire"; outreach "across email, linkedin, and whatsapp", with "intelligent sender selection"; "lives entirely in slack"; "fillmore owns the entire top of funnel so your job starts at the screen"; requirements: "you use Slack, an ATS, and are actively hiring". No fee given; the page offers a demo. Checked 2 November 2026
  8. US Bureau of Labor Statistics, Human Resources Specialists, May 2025 data: median pay of human resources specialists, recruiters included: $75,940 a year. $75,940 ÷ 0.70 ≈ $108,000 with payroll costs. Checked 1 November 2026
  9. LinkedIn, Hiring Pro pricing overview: "If you set a $10 daily budget and run a job post for 30 days, your total cost will be $300 or less"; "You can have only one free job post open at a time"; a promoted post "Recommends 25 new candidates per day that you can invite to apply", presorts applicants and helps with first-round screening; "Keep your job post open for at least 5 days"; the cost of a click (a view) comes from "an algorithm" weighing the location and competing posts. Recruiter with Hiring Assistant is pitched for hiring "consistently". Checked 2 November 2026
  10. Pin, LinkedIn Recruiter Pricing 2026: Full Cost Breakdown, Price Per Month and Per License, updated 4 October 2026: Recruiter Lite "~$170 (monthly billing)" or "$1,680 (~$140/mo)" a year, "verified October 2026"; "a one-month free trial with a credit card on file", not "if you used a Premium free trial in the last 12 months". "Corporate and Professional Services are quote-only"; "Corporate has no trial". Pin sells a competing product. Checked 2 November 2026
  11. LinkedIn Help, Recruiter Lite InMail messages FAQ: "Every Recruiter Lite license comes with 30 InMail credits each month"; up to 70 more can be bought a month; "You can also accumulate no more than 120 InMail credits in Recruiter Lite". Checked 1 November 2026
  12. LinkedIn, Recruiter Lite: Lite is "Best for individuals hiring just a few people a year, who need basic sourcing capabilities": "20+ smart filters, saved search alerts, and daily candidate recommendations", candidates "within your 1st, 2nd, and 3rd-degree LinkedIn network", 30 InMail credits a month. Recruiter: 150 InMails, 40+ filters and "Unlimited access to all LinkedIn members". Checked 1 November 2026
  13. LinkedIn, Recruiter pricing: LinkedIn Recruiter "does not have a single standard price"; it is "Priced through a one- to multi-year agreement"; licences "are typically purchased per seat". Checked 2 November 2026
  14. Juicebox Help Center, Fraud Detection: "Juicebox audits every profile for suspicious or fraudulent signals, removes the clearly fake ones, and flags the unclear ones"; flagged profiles are kept out of Agent results. Checked 2 November 2026
  15. hireEZ, Growth Tier plan (the page hireEZ's pricing page links as "Start a solo trial"): "hireEZ Annual Plan: Monthly Payment Option" $549/seat/month, "Annual Cost Billed After Trial Ends $6,588"; "Upfront Payment Option" $494/seat/month, $5,929; Growth Tier "Built for small and medium businesses", 7-day free trial; EZ Agent, AI sourcing "across the open web with 1 billion profiles", rediscovery, campaigns, performance reports and talent and market insights; "Contact credits: 300/seat/month (4,000/year, 50 in trial)", the same for rediscovery and export credits, "AI-Review credits: 1000/seat/month (12,000/year, 200 in trial)", "Unlimited Projects (5 in trial)"; "Integrations: Email, Calendar, and 40+ ATS". Checked 2 November 2026
  16. Vendr, HireEZ Software Pricing & Plans 2026, last updated February 2026: "Median buyer pays $13,000 per year", range $7,000 to $25,000, from anonymized buyer data; most contracts are "annual subscriptions with per-recruiter or per-seat pricing", with a contract minimum of "Often 5–10 seats". Vendr sells software-buying services, not a recruiting product. Checked 2 November 2026
  17. hireEZ, What Does hireEZ Do? From First Search to Scheduled Interview, 10 October 2026: searches "45+ job boards and niche platforms plus your ATS, on a foundation of 1B+ profiles"; outreach "across email, text and InMail, with follow-up sequences and a talent CRM built into the same platform", and "recruiters can review every message"; "Customers see a 38% higher response rate"; conversational AI screens "by voice or chat" with "a fraud check"; "AI Scheduler coordinates calendars across recruiters, hiring managers and interview panels"; built for "Enterprise TA teams at companies with 1,000+ employees" and "Staffing and RPO firms". Checked 2 November 2026
  18. hireEZ, EZ Agent (hireez.com, the home page): "End-to-end agentic recruiting for enterprise teams": "Your entire hiring pipeline, run by agents you direct — on top of your ATS. Nothing moves forward without your approval."; "A candidate says yes, and the agent books it"; works with ATSs "including Workday, SAP SuccessFactors, iCIMS, Greenhouse and more". Checked 2 November 2026
  19. SeekOut, Plans that scale with your hiring ambitions (pricing): Sourcing Core (Recruit Core), "For individual recruiters": "$149/mo (paid annually, upfront) $1,788/yr" or "$179/mo (billed monthly)"; "Unlimited search", "1B+ profiles", "30+ filters", "500 contact credits/mo", "1,000 exports/mo", "Email integration + send on behalf", "AI multi-step campaigns", "Talent pool insights"; "Seats included 3". Team plans "Custom", "Billed annually"; not in Core: ATS integration, diversity filters, SSO, healthcare search, market intelligence, usage reports and "Applicant Evaluation & AI Screening" (an add-on, or in the top plan). Checked 2 November 2026
  20. SeekOut Help Center, Contact Information Credits, 1 September 2026: "Each email contact info credit retrieves email addresses for one candidate", a phone credit a phone number; "Credits do not roll over from month to month"; add-on credits "will never expire". Checked 2 November 2026
  21. Gem, Pricing: Gem + Your ATS and Gem All-in-One: "custom pricing", "Based on your company's FTE count". Startups, 1–10 FTE: "$130 per/mo" billed yearly (against $270), $300 monthly; "Under 30 employees? You get Gem All-in-One free for six months, then 50% off when you move to a paid plan." AI capabilities "unlock with an AI-Powered seat"; "Unlimited email-finding"; "Job posting to 100+ boards"; an AI Fraud Detection Agent as an add-on. Checked 2 November 2026
  22. Gem, Pricing for recruiting firms: Recruiting firms only. Essentials $99 per user a month billed yearly or $139 monthly, up to 3 users; Professional $149 or $199, up to 10; the "AI suite" on custom Enterprise. "Start 7-day trial". Checked 2 November 2026
  23. Gem, Scheduling: a self-scheduling link on "your team's real-time availability"; "Google Calendar and Outlook"; interviews write back to the ATS. Checked 2 November 2026
  24. Gem, AI Sourcing: "Search 800M+ profiles", plus "past candidates in your ATS and CRM"; "Email, SMS, Inmail"; "Recruiters take action on 1 in 2 candidates that Gem surfaces". "Does Gem automatically send outreach on my behalf? No… a recruiter reviews and approves before anything goes out." Checked 2 November 2026
  25. Metaview, Pricing: Sourcing: Free, "First 100 profiles sourced free"; Pro "$100 monthly per user", "200 profiles sourced per month"; Max "$300 monthly per user", "Unlimited profiles sourced"; Enterprise "Tailored pricing". FAQ: integrates with "Ashby, Greenhouse, Lever, Gem, and SmartRecruiters"; "builds an Ideal Candidate Profile (ICP) from your job description". fillmore isn't listed. Checked 2 November 2026
  26. Metaview, We raised an additional $60M to lead the shift to Agentic Recruiting, 30 September 2026: Metaview "has evolved from capturing interviews into an end-to-end Agentic Recruiting Platform" whose agents "source candidates, review applications, conduct structured screening conversations"; "fillmore is now available". Checked 2 November 2026
  27. Pin docs, Custom tasks, texting & calling, updated 2 September 2026: "Sending texts, placing calls, and completing custom tasks are manual steps"; "LinkedIn tasks can be added to your outreach sequence to remind you to log into LinkedIn to either send a Connection Request or LinkedIn Message." Checked 2 November 2026
  28. Pin, AI Recruiter, From Job Description to Booked Interviews: "850M+ profiles"; Pin "sends from your connected Gmail or Outlook account, in your name", "archives the no's, answers what it already knows, asks you once on Slack for what it doesn't, and books time with everyone who said yes"; "5x Higher reply rate"; a hiring manager can approve or decline a shortlist from a review link. Checked 2 November 2026
  29. US Bureau of Labor Statistics, Employer Costs for Employee Compensation, June 2026: wages are 70.0% of employer costs for employee compensation. Checked 1 November 2026
  30. Pin, Recruitment Agency Commission Structures Explained, updated 19 October 2026: contingency "15% to 25% of the hire's first-year salary, and 20% is the figure most agencies quote"; retained 25–35% of total compensation, paid in thirds (engagement, shortlist "typically 30-45 days in", placement); a guarantee "typically 60-90 days"; RPO "$3,000-$10,000+ per hire or $8,000-$15,000 per month"; fast agencies deliver vetted candidates "within three to five days", against "industry averages of 40-60 days" to fill by hand; in-house recruiter jobs last a median 14 months. Pin sells a competing product. Checked 2 November 2026
  31. Ashby, Recruiter Productivity Trends, reported by HR Dive, May 2026: "291 applications per hire, compared to roughly 100 in early 2021". Checked 1 November 2026
  32. Gartner, press release, 31 July 2025: "by 2028, one in four candidate profiles worldwide will be fake". A forecast. In its surveys 6% of candidates admitted to interview fraud, "either posing as someone else or having someone else pose as them"; 39% used AI while applying, 54% of those to write resume text; 62% are more likely to apply where interviews are in person. Checked 2 November 2026
  33. Greenhouse, press release, 19 November 2025: 34% of recruiters spend up to half their week filtering spam and junk applications. In the US, 91% of recruiters have spotted candidate deception; 65% of hiring managers caught applicants using AI deceptively: reading AI-generated scripts 32%, prompt injections in resumes 22%, deepfakes 18%; 36% of job seekers altered their appearance, voice or background in video interviews. Survey of 4,136 people in the US, UK, Ireland and Germany. Checked 2 November 2026
  34. US Department of Justice, press release, 13 October 2026: one of the North Korean remote IT worker schemes charged "impacted more than 70 U.S. company employers". Checked 1 November 2026