AI agents for recruiting and staffing firms

A staffing or recruiting website serves two audiences who want opposite things. Candidates want a job, the pay and an answer on their application. Employers want people, fast, at a known cost. Both ask questions all day, and recruiters spend hours on the repetitive ones. This page covers where AI agents help a staffing agency or recruiting firm, how to keep the two flows apart, and why the agent must stay out of hiring decisions.

Two audiences on one website

Candidates come looking for:

• Open jobs by role, location, shift and pay, and whether remote work is possible.
• What happens after they apply, and when they will hear back.
• Once placed: submitting hours, payday, direct deposit, benefits, who to call about an assignment.

Employers come looking for:

• Whether you can fill a role or a volume order, how fast, and in which locations.
• How you charge: markup or bill rate for temporary staff, fee for direct hire, conversion fees for temp-to-hire.
• What screening you do: background checks, drug screens, skills tests, certifications.

A single generic chatbot serves both badly. The fix is simple: ask early, then follow a different path for each.

Which ASDK agents fit

The agents share one knowledge base built from your website: job pages, candidate FAQs, employer service pages and policies.

Chat: the candidate side (early access)

Chat answers job seekers from your job pages and candidate help pages, with a link to the source.

Example flow

1. A visitor asks: "Any forklift jobs near Joliet that pay at least $20 an hour?"
2. Chat lists the matching openings on your site with the pay as posted and links each application page.
3. The visitor asks what happens after applying. Chat explains your usual process and timeline from your candidate FAQ and does not guess at their status. It offers to have a recruiter follow up and takes a phone number.

For placed workers, Chat answers "how do I submit my hours?" or "when is payday?" from your worker help pages and points to the right portal.

Sales: the employer side (early access)

Sales qualifies hiring requests with rules you write in plain language: roles you fill, locations you cover, minimum order size, pay rates you can staff at. Good fits get a call booked with the right branch or desk through Cal.com, Calendly or Google Calendar, and the request goes to your team by email or Slack, and to your CRM through webhooks and Zapier or Make.

Example flow

1. A hiring manager writes: "We need 15 forklift operators for second shift starting Monday."
2. Sales asks for the site location, pay rate, expected duration, required certifications and whether temp-to-hire is an option.
3. The location is inside your branch's area and the role is one you staff, so Sales books a call with the branch manager for this afternoon and passes on the details.
4. If the request falls outside what you do, such as a role you do not place or a state you do not cover, Sales says so plainly.

Agent-Ready: be visible to AI assistants (early access)

Agent-Ready publishes an llms.txt file with a section for each audience: job pages and the application process for candidates, specialties, branches and how to place an order for employers. An HR manager's agent can use "contact sales" to send a staffing request, and a job seeker's agent can "ask a question" about a posting and get the pay and shift as posted. On Pro and above, you can see which AI agents visit and which of those pages they read.

Guardrails: keep the agent out of hiring decisions

• No screening, scoring or ranking. New York City bars employers and employment agencies from using an automated employment decision tool unless it has had a bias audit within a year, the results are public and candidates got the required notices, enforced since July 5, 2023 (NYC DCWP). The EU AI Act lists AI used to recruit or select people, including filtering applications and evaluating candidates, as high-risk (Annex III); after the 2026 "AI Omnibus" amendment, the European Commission says those rules apply from December 2, 2027 (European Commission). Keep the website agent to answering questions and routing people, and leave every screening decision to your recruiters.
• Never ask about protected characteristics. The EEOC says information requested before hiring "should be limited to those essential" for judging whether someone is qualified, and that employers are "explicitly prohibited from making pre-offer inquiries about disability" (EEOC). Instruct the agent never to ask about age, health, disability, religion, family plans or similar topics, and not to comment if a candidate volunteers them.
• Pay only as posted. Some jurisdictions require pay ranges in job ads; New York State, for example, requires employers with four or more employees to list a compensation range (NY Department of Labor). The agent quotes the posted range and never estimates.
• No sensitive documents in chat. Social Security numbers, identity documents and bank details belong in your onboarding system.
• Tell people it's AI. EU rules require that people be told when they are interacting with an AI system unless it is obvious (Article 50). ASDK's widget shows a short AI disclosure to every visitor.
• Hand off anything personal. Complaints about an assignment, a pay dispute, an injury on site: the agent captures the details and gets a person involved.

How AI agents research jobs and staffing partners

AI assistants work both sides of your market. A job seeker can ask: "find warehouse jobs near Joliet paying over $20 an hour on second shift." An HR manager can ask: "which staffing agencies in the Chicago suburbs can place 15 forklift operators within a week?" Assistants such as ChatGPT, Gemini and Claude search the web and read the pages they find, so they repeat what your site says plainly.

For candidates, keep job pages complete and current: title, location or remote status, pay, shift, and how to apply. Google's job posting structured data lists baseSalary and validThrough among its recommended properties and asks that you remove a posting once the job is filled (Google Search Central).

For employers, publish:

• Specialties: the roles and industries you place.
• Service area: branches, states and remote placement.
• Models: temporary, temp-to-hire, direct hire, and how fees work for each.
• Screening and compliance: what you check before placement.
• Turnaround you can actually deliver, and how to place an order.

Job boards and applicant tracking systems often render listings with scripts on a separate domain, so check that your own site still states the specialties and branches in plain text. The free agent readiness checker shows what an AI agent sees on your site today, the agent-ready website checklist covers llms.txt and the other basics, and Agent-Ready keeps the summary current.

Where to start

Start with Chat for candidates and Sales on your "hire talent" pages, with the guardrails above written into their instructions, and turn on Agent-Ready. Read the first week of conversations: candidate questions show which job pages lack pay or shift details, and employer questions show what your service pages leave out. Pricing shows which plan includes each agent.