WorkZo AI - Practice with AI recruiters before the real one.

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WorkZo AI helps job seekers prepare for interviews with realistic AI recruiters tailored to their resume, target role, and job description. Practice voice or text interviews, receive detailed feedback, identify weak answers, improve confidence, and get actionable insights before the real interview. Built to make interview preparation feel more realistic, personalized, and effective.

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Hi Product Hunt ๐Ÿ‘‹ I'm Haritha, the solo founder of WorkZo AI. The idea came from seeing how many qualified candidates struggle during interviews, not because they lack skills, but because they lack realistic practice and personalized feedback. Most interview tools rely on generic questions. I wanted to create something more personalized. WorkZo AI adapts interviews based on your resume, target role, and job description, making practice feel much closer to a real recruiter conversation. You can practice AI-powered interviews, receive detailed feedback, identify improvement areas, and build confidence before the actual interview. This product has gone through many iterations, countless late nights, and feedback from early users. As a solo founder, every comment, suggestion, and piece of feedback has helped shape what WorkZo AI is today. I'd love to hear: What is your biggest challenge when preparing for interviews? Thank you for checking out WorkZo AI and supporting independent builders :)

The recruiter trust score is what stood out to me. Most interview prep tools focus on whether an answer is "correct," but real interviews are often about confidence, clarity, and credibility. What's the most common reason users see their trust score drop during a mock interview?

Thanks, Harini! Thatโ€™s a great observation. From what Iโ€™ve seen, the biggest reasons trust scores drop are vague answers, lack of specific examples, and sounding uncertain even when the answer is technically correct. In interviews, credibility often comes from clarity, structure, and confidence rather than having the โ€œperfectโ€ answer. Thatโ€™s exactly why we wanted WorkZo AI to evaluate communication quality, not just correctness. ๐Ÿ˜Š

Wishing you good luck with the launch. With the influence of AI, it will be more difficult to get any job esp. in the online space. This can help to prepare :)

ย Thank you so much for the kind words and support! ๐Ÿ˜Š

I agree that AI is changing the job market rapidly, which makes preparation and continuous learning even more important. My hope is that WorkZo AI can help candidates build confidence, improve their interview skills, and feel more prepared for opportunities ahead.

I really appreciate you taking the time to comment and wish me luck on the launch! ๐Ÿš€

The resume + JD-based personalization is the right call! Generic question banks are basically useless for actual prep. Solo founder shipping something this specific takes real grit. Does it adjust difficulty based on how you perform through the session? Loved the launch.

ย Thank you so much! That means a lot, especially coming from a fellow builder. ๐Ÿ˜Š

I completely agree, generic question banks rarely reflect what candidates actually face in interviews, which is why I focused on resume and job-description-based personalization.

Yes, the interviewer can adapt throughout the session. If answers are vague, incomplete, or too surface-level, it can ask follow-up questions and probe deeper, much like a real recruiter would. The goal is to create a more realistic conversation rather than a fixed Q&A flow.

Still plenty to improve, but feedback like this makes the journey worthwhile. Thanks for checking it out and for the support!

Does it push back with follow up questions when your answer is vague, like a real interviewer would?

ย Yes, that's one of the key things we're working on. ๐Ÿ˜Š

If an answer is vague, incomplete, or lacks supporting details, the interviewer can ask follow-up questions to dig deeper - similar to how a real recruiter might ask for examples, clarification, or more context.

The goal is to make the conversation feel more realistic rather than just moving through a fixed list of questions.

I'd love to hear your thoughts if you give it a try!

I wonder if I use a cheating tool or read off of a script, will the AI find out?

Great question! ๐Ÿ˜Š Some companies may use monitoring tools, but the bigger challenge is that reading from a script usually sounds unnatural. Our goal with WorkZo AI is to help you practice until you can answer confidently without needing one. ๐Ÿš€

what is the duration of the interviews?