Interview Prep Assistant

An AI tool that helps job candidates prepare for interviews by providing real-time feedback, question generation, and answer optimization. Targets job seekers who want to increase their chances of landing offers through personalized coaching.

The 2023–2024 white-collar layoff waves created a large, anxious pool of job seekers actively spending money on career tools, and AI-native coaching products have clear advantages over static prep guides or human coaches at $200/hour. Interview Warmup by Google and established players like Pramp and Big Interview already occupy this space, meaning customer acquisition will be expensive and differentiation is hard to articulate in a landing page headline. The $5k–$20k/mo revenue band is plausible for a solo founder given the willingness of job seekers to pay $20–$50/month when they're actively interviewing, but churn will be brutal — users cancel the moment they land a job or give up looking. The most likely failure mode is building a generic product that can't escape the shadow of free or near-free alternatives, including ChatGPT itself, which already handles mock interviews reasonably well with a good prompt.