GuestLab AI — Podcast Guest Research Assistant

GuestLab AI is an automated research assistant for podcasters helping hosts generate guest bios and interview questions.

GuestLab AI is a research assistant developed specifically for podcasters to accelerate the guest preparation process. It allows hosts to input LinkedIn profiles or guest names to generate detailed personas, including professional history and unique discussion points. By utilizing GuestLab AI, interviewers can transform a standard guest list into a curated set of talking points without spending hours on manual web searches. The platform specializes in extracting insights from LinkedIn activity to identify hidden areas of expertise and recent accomplishments. GuestLab AI provides structured outputs such as personalized introductions, suggested interview questions, and specific conversation pillars tailored to the guest's background. As noted on surfai.app in 2026, this level of automation ensures that hosts are fully prepared for deep-dive interviews while maintaining a high production volume. Beyond individual profiles, the tool checks data against a vast library of podcast episodes to ensure questions are fresh and not repetitive. Business owners managing podcast agencies can export these research summaries as PDF documents for their hosts or production teams. This structured approach helps maintain consistency across different shows and improves the overall quality of guest engagement. GuestLab AI offers a freemium model allowing users to test the research capabilities before committing to a paid plan.

• Pricing: freemium

Specifications

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