AI Recruiter: AI candidate screening and hiring inside messaging apps
ChatApp's AI Recruiter runs first-round CV screening, chats with candidates on WhatsApp, Telegram and Facebook Messenger, checks their fit against the role and books interviews straight into your HR team's calendar — handling the repetitive part of hiring around the clock.
What an AI Recruiter is, and which HR tasks it takes on
An AI Recruiter is a virtual, AI-driven HR team member that handles first contact with candidates in messaging apps: it asks follow-up questions about experience, motivation and expectations, checks fit against the role and books interviews with a recruiter. ChatApp's AI Recruiter runs inside a messaging-aggregation platform — no OpenAI key, no complex ATS integrations. Billing goes through ChatApp's internal ChatCoins, based on the candidate conversations actually processed.
Why traditional recruiting can't keep up
Up to 80% of time goes to routine work
Sorting CVs, outbound calls, back-and-forth about terms, scheduling interviews — this eats up a recruiter's entire day.
Strong candidates get left without a reply
While a recruiter works through applications one by one, strong candidates can sit unanswered for hours.
High-volume hiring doesn't scale with people
Retail, contact centres and delivery need dozens of new hires every week. Every application takes 5-10 minutes of first contact — growing the HR team becomes an endless cost funnel.
Candidates drop out after first contact
No-shows for interviews, candidates who stop replying, no confirmation of a start date. Without active reminders and gentle nudging, the funnel loses 30-50% of potential hires between stages.
AI Recruiter vs. manual recruiting vs. a standard HR bot
Which kinds of hiring AI Recruiter suits
High-volume frontline hiring
Retail, contact centres, delivery, warehouses, hospitality, manufacturing. The AI handles hundreds of applications per role, filters out non-relevant candidates by criteria (work eligibility, experience, shift availability) and books interview slots at scale.
Targeted IT hiring
The AI runs first-round screening against the tech stack: it checks hands-on experience with specific languages, frameworks and tools. It hands the technical interviewer a completed candidate profile with a short fit summary.
Reactivating your candidate database
Your HR CRM holds hundreds of candidates who were once considered but never reached an offer. The AI reaches out first, checks their current situation, presents open roles and passes interested ones to a recruiter.
Cold candidate sourcing
The AI makes first contact with a cold list of potential candidates (for example from public profiles or databases). It introduces the role, gauges interest, gently warms the candidate up and passes those ready to talk to a recruiter.
Onboarding new hires
After an offer is accepted, the AI walks the new hire through a first-days checklist: it sends instructions, answers questions about the company, reminds them about paperwork and collects feedback after the first week.
HR support for existing staff
The AI answers routine employee questions: schedules, leave, documents, company policies. It takes requests like "where do I get an employment certificate" off HR's plate.
Industries where AI Recruiter does best
Retail & chain stores
- High-volume hiring for sales assistants, cashiers and merchandisers
- Hundreds of daily applications handled without HR involvement
- Filtering candidates by work eligibility, experience and shift availability
- Booking group interview slots at scale
Contact centres & BPO
- Ongoing hiring for agents and support specialists
- First-round screening for communication skills
- Checking availability for shift patterns and work format
- Shortlisting candidates with prior customer-facing experience
Delivery, logistics & foodtech
- Hiring couriers, drivers and warehouse staff
- Confirming required documents, work permits and vehicle availability
- Checking availability for shift-based schedules
- Supporting regional and seasonal hiring spikes
IT & digital companies
- Targeted hiring for developers, analysts and product managers
- Screening against tech stack and hands-on experience
- Checking availability for remote, hybrid or on-site work
- Handing HR or the technical interviewer a ready-made summary
Manufacturing & industry
- Hiring frontline staff for plants and production facilities
- Confirming experience with machinery or equipment
- Checking certifications, qualifications and safety training
- Supporting regional hiring for production sites
Financial & insurance sector
- Hiring client-service and back-office specialists
- Screening sales agents and insurance product specialists
- Working to strict, compliance-driven screening scripts
- Checking experience, attention to detail and regulatory awareness
Candidate data protection
ChatApp's AI Recruiter runs on the platform's own multi-agent architecture. Candidate data is not passed to OpenAI or other third-party AI providers, and processing follows the Republic of Kazakhstan Law No. 94-V on personal data and its protection (and GDPR principles for international hiring).
Candidate data handled under Law No. 94-V
ChatApp's AI Recruiter runs on the platform's own multi-agent architecture. Candidate data is not shared with OpenAI or other third-party AI providers, and processing follows the Republic of Kazakhstan Law No. 94-V on personal data and its protection.
Candidate consent for data processing
On first contact, the AI can ask for the candidate's consent to process their personal data as part of hiring, in line with Law No. 94-V.
Full audit trail
Every AI conversation with a candidate, along with answers and decisions, is logged in your account. HR can export transcripts and audit screening quality at any time.
AI Recruiter: common questions
No. AI Recruiter takes over the repetitive parts of first contact: screening, answering routine questions, scheduling interviews. The final hiring decision, in-person interviews and soft-skills evaluation are still handled by a recruiter — the AI simply frees up their time for that work.
AI Recruiter holds a natural, to-the-point conversation and replies instantly, so candidates never have to wait. In practice, a fast and clear first contact builds more goodwill than waiting for a reply from a busy recruiter.
Billing goes through ChatApp's internal ChatCoins, based on the candidate conversations actually processed — no fixed subscription, no hidden fees. Every charge is itemised per conversation in your account.
Yes, the scenario adapts to both. For high-volume hiring the AI processes hundreds of applications in parallel and books group interview slots; for targeted hiring it runs in-depth screening against specific skills and role requirements.
Yes. AI Recruiter runs on ChatApp's own multi-agent architecture, and candidate data is never shared with OpenAI or other third-party AI providers. Every conversation is logged and available for audit, in line with the Republic of Kazakhstan Law No. 94-V on personal data and its protection.
AI Recruiter runs as a standalone scenario in ChatApp's bot builder and pushes candidate data to your CRM: Bitrix24, amoCRM, HubSpot, or any other system through ChatApp's open API.
Screening criteria are set by your HR team and can always be adjusted. For borderline cases, the scenario can be configured to hand the conversation to a recruiter instead of rejecting the candidate — with the full conversation history preserved.
Basic setup takes as little as 1 working day: connecting messaging channels, uploading role requirements and building the screening scenario in the visual builder. A full launch with testing typically takes 3-7 days.
AI Recruiter talks to candidates on WhatsApp (including the WhatsApp Business API), Telegram and Facebook Messenger, and it also handles applications coming from hh.kz, LinkedIn and other job boards.
Yes — ChatApp gives you seven days of free access to every feature, AI Recruiter included. That's enough to build a screening scenario for your role and test conversation quality on real applications. No card to get started.
