AI Interview Prep in 2026 Is Broken. Here's What Nobody Wants to Admit.

Most AI interview prep tools in 2026 fall into three buckets: cheating copilots, generic question banks, or expensive human coaching. None of them solve the actual problem: you grind for weeks, have no idea if you're actually ready, and every tool forgets you exist between sessions. I spent time digging through Reddit threads, Trustpilot reviews, Hacker News discussions, and competitor landing pages. Here's the raw picture. The market split into three camps. Two of them are useless. Camp 1: "We help you cheat." Cluely raised $5.3M with the literal tagline "cheat on everything." Founded by Columbia dropouts who got suspended for using their own tool during interviews. They're doing $3M+ ARR. Final Round AI markets itself as "100% Invisible & Undetectable" with a real-time copilot that feeds you answers during live interviews. They charge $149–299/month for this. The result? Fabric HQ analyzed 19,368 interviews and found 38.5% of candidates are now flagged for cheating behavior. Google a