3 min read

What Are AI-Guided Interviews? A Guide to Structured, Consistent Hiring

joseph cole

Updated on September 9, 2025

What Are AI-Guided Interviews? A Guide to Structured, Consistent Hiring

joseph cole

Updated on September 9, 2025

In this post

CREATE YOUR ACCOUNT

Accelerate the hiring of top talent

Make talent quality your leading analytic with skills-based hiring solution.

Get started

Live interviews are one of the most important parts of hiring, but they’re also one of the least consistent. Two recruiters can run completely different interviews for the same role, leading to uneven candidate experiences and unreliable data. Hiring managers often struggle to compare results, and recruiters are left without the confidence that every skill was properly evaluated.

AI-guided interview software changes that. By giving recruiters a real-time co-pilot, they ensure structure, coverage, and fairness in every conversation.

Aptitude Research found that 62% of TA leaders believe inconsistent interviews are their top barrier to quality of hire, and nearly 70% are exploring AI to solve the problem. Glider AI’s Live AI-Guided Interviews make this possible by combining recruiter-led interactions with structured AI guidance, ensuring no critical skill goes unassessed.

Purpose of AI Guided Interviews


The goal of AI-guided interviews is to raise the quality and consistency of live interviews without over-relying on scarce subject matter experts.

  • Support recruiters in real time: AI provides prompts and structured scoring frameworks.
  • Ensure fairness: Every candidate is asked comparable questions, reducing bias.
  • Cover role-specific skills: No critical competency gets missed.
  • Improve decision-making: Consistent scoring enables clearer comparisons.
  • Free SMEs: Recruiters can run technical or specialized interviews without expert oversight.

How AI-Guided Interviews Work


Here’s how Glider AI Live AI-Guided Interviews create structure in real time:

  1. Recruiters launch a live session with the candidate.
  2. The AI generates an interview plan based on the job description and resume.
  3. During the session, AI provides role-specific prompts and adapts follow-ups in real time.
  4. Recruiters focus on the conversation, while AI captures structured notes and scoring.
  5. After the interview, reports and transcripts are instantly available for review and comparison.

This process ensures that every live interview is thorough, fair, and aligned to the role.

Key Features of Glider AI Live AI-Guided Interviews


Glider AI was designed to remove inconsistency from live interviews while keeping the human connection intact.

AI-Guided PromptsAI suggests structured, role-specific questions during live interviews.
Dynamic AdaptationFollow-up questions adjust in real time based on candidate responses.
Structured ScoringAI ensures responses are evaluated consistently across candidates.
AI Assistant for RecruitersActs as a co-pilot, guiding the recruiter through the process.
Candidate-Friendly DesignProvides clear expectations, reducing stress and improving experience.
Bias-Resistant EvaluationConsistent AI-supported scoring reduces subjectivity and improves compliance.
Multilingual SupportRun live AI-guided interviews in multiple languages.
Real-Time Note TakingAI captures structured notes so recruiters can focus on the conversation.
ATS IntegrationLaunch and manage guided interviews directly from your ATS.
Shareable ReportsSummaries and transcripts can be shared with hiring managers for alignment.

Benefits of AI-Guided Interviews


AI-guided interviews don’t replace recruiters — they empower them with structure, consistency, and data.

  • Higher quality of hire: Every interview covers critical skills.
  • Consistency across recruiters: Candidates are evaluated on the same criteria.
  • Reduced bias: AI ensures structured scoring and comparability.
  • Faster time-to-hire: Recruiters run technical or specialized interviews without waiting on SMEs.
  • Better candidate experience: Clear, structured, and fair conversations.

FAQs About AI-Guided Interviews


What is the purpose of AI-guided interview software?
To give recruiters real-time support so interviews are structured, fair, and consistent.

Do AI-guided interviews replace recruiters?
No. Recruiters lead the conversation, while AI ensures structure, scoring, and coverage.

Can AI-guided interviews handle technical roles?
Yes. With validated question libraries and adaptive prompts, AI can guide interviews even in specialized domains.

Is candidate privacy protected?
Yes. All sessions are secure, with compliance safeguards like audit trails and encrypted data.

Empower Recruiters With AI


Glider AI Live AI-Guided Interviews give recruiters the confidence and structure to run expert-level interviews — without needing a subject matter expert in the room.

Explore the Full Interview Suite

4 min

The Right Interview Software: How to Choose and What to Expect

When it comes to hiring, the interview is still the moment that makes or breaks a decision. But the way companies run interviews has hardly changed in decades—manual scheduling, inconsistent formats, and interviewer bias all create inefficiencies that slow down hiring and frustrate candidates. That’s why more organizations are turning to interview software to modernize […]

4 min

Skill Assessment Software

Test Skills, Not Resumes Recruiters today face a common challenge: how to separate real skills from resume claims. A SHRM study found that 78% of recruiters believe candidates exaggerate their skills. This leads to hiring bias, wasted time, and costly mis-hires. That’s where skill assessment software comes in. By testing candidates on the actual skills […]

3 min

What Are Agentic AI Interviews? A Guide to Autonomous Hiring at Scale

Recruiters today are asked to do more with less. High candidate volumes, lean hiring teams, and pressure to move quickly often make it impossible to give every applicant a fair, structured interview. That’s where agentic AI interview software come in. Instead of relying on manual phone screens or waiting for SMEs to be available, agentic […]

chevron-down