Human ResourcesChatbot

AI Candidate Pre-screening Chatbot

A chatbot that engages candidates after they apply, asking a series of pre-screening questions about their eligibility, salary expectations, and key qualifications. It provides a pass/fail score to the recruiter, ensuring only qualified candidates move forward.

Complexity
Low
Business Impact
Medium
Deployment Time
<1 Week
Relative Cost
Low

The Problem It Solves

High-volume roles attract many applicants who do not meet basic requirements, such as work rights, licences, availability or location. Recruiters spend hours phoning or emailing applicants to ask the same eligibility questions, and candidates who do qualify wait for a response. Long application forms put good candidates off, but short forms leave recruiters with too little information.

A candidate pre-screening chatbot built on platforms such as Tidio or Landbot engages applicants shortly after they apply, asking a short set of questions about eligibility and must-have requirements. Answers are written to the ATS with a summary for the recruiter. Knockout questions must be genuinely job-related and applied consistently, and recruiters should review outcomes rather than rely blindly on automatic pass or fail results.

How It Works

  1. 1

    The recruiter defines a short set of genuinely required criteria for the role, such as Australian work rights, a driver licence, a trade licence, shift availability or location.

  2. 2

    After applying, candidates receive an email or SMS with a link to the chatbot, which explains its purpose and how answers will be used.

  3. 3

    The chatbot asks each question conversationally, clarifies unclear answers and lets candidates add context, such as a pending visa or licence.

  4. 4

    Answers are scored against the criteria and written to the ATS as pass, review or does not meet, with the full conversation attached.

  5. 5

    The recruiter reviews results, especially review and does not meet cases, before any candidate is rejected.

Key Features

  • Short, mobile-friendly screening conversation after application
  • Knockout questions tied to genuine role requirements
  • Review category for borderline answers instead of automatic rejection
  • ATS integration with answers and transcript attached
  • Alternative contact option for candidates needing adjustments

Real-World Use Case

After a candidate applies on a company's website, they receive an automated email with a link to a quick chat. The AI chatbot asks knockout questions like 'Do you have the right to work in Australia?' and 'Do you hold a current forklift licence?', and passes a shortlist to a recruiter for review.

Technologies & Platforms

Chatbot platforms (Tidio, Landbot), NLP, ATS Integration

What You Need Before You Start

  • A chatbot platform such as Tidio or Landbot and ATS integration
  • Clearly defined, job-related screening criteria
  • A recruiter to review results and borderline cases

Australian Considerations

Screening for Australian work rights is appropriate, but check visas properly through VEVO rather than relying on self-reported answers. Questions must not discriminate on protected attributes under federal and state anti-discrimination laws, including age, disability, pregnancy, family responsibilities or race, and years of experience requirements can indirectly disadvantage some groups, so use them only when genuinely needed. Salary expectation questions are allowed but should not disadvantage candidates unfairly. Candidates should be told how their information is used under the Privacy Act 1988, and if answers automatically screen people out, the privacy policy will need to explain that automated decision-making from December 2026. Offer an alternative for candidates with disability who find chatbots difficult.

Risks and Limitations

  • Rigid knockout rules can reject good candidates with equivalent experience; use a review category for borderline cases.
  • Candidates may answer inaccurately, so verify key eligibility facts later in the process.
  • Poorly worded questions may disadvantage protected groups, so review questions with HR or legal advice.

Strategic Category

Business Impact →
QUICK
WINS
STRATEGIC
INVESTMENTS
FOUNDATIONAL
ENHANCEMENTS
CAUTIOUS
EXPLORATION
Implementation Complexity →
Quick Wins
Low Implementation Complexity • Medium Business Impact

Strategic Recommendation:

This solution requires careful evaluation of cost-benefit ratio. Consider implementation only after thorough analysis and risk assessment.

Tags & Keywords

recruitinghr techprescreeningautomationchatbot

Primary Industry

Cross-Industry

Frequently Asked Questions

Can the chatbot automatically reject candidates?

It can be set up to, but it is safer to have it sort candidates into pass, review and does not meet, with a recruiter making final decisions. Automatic rejection based on rigid answers increases discrimination risk and can lose good candidates. If you do automate rejections, limit them to clear legal requirements such as work rights.

What questions should the chatbot ask?

Ask only what is genuinely needed for the role: work rights in Australia, required licences or certifications, availability for specific shifts, location or willingness to travel, and core must-have skills. Avoid questions about age, health, family plans or nationality. Keep the conversation short so candidates complete it.

How quickly can this be running?

Often within a week. Platforms like Tidio and Landbot offer templates, and integration with common ATS platforms is straightforward. The main work is agreeing screening criteria for each role type, writing clear questions, setting up the review process and testing the candidate experience on a phone.

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