MyBestResume is an evidence-first AI career platform covering career discovery, resume creation, job-search support, and interview preparation. Its Career Direction Assessment helps users understand their strengths and work preferences through 65 structured questions. Users receive a free combined snapshot, while the optional full report provides all 18 dimension scores, eight ranked career direction hypotheses, interpretation watch-outs, and practical next-step experiments. MyBestResume can then analyze the user’s existing resume, distinguish verified facts from AI inferences and missing context, map authentic experience to a target role, and generate a tailored, ATS-friendly resume without inventing achievements. Interview Prep Studio uses the user’s resume, target job, interview stage, and current company research to produce likely-question hypotheses, evidence-grounded STAR story prompts, critical-answer preparation, questions to ask, and a 24-hour interview plan. Model-aware workflows also help users prepare better professional context for ChatGPT, Claude, Gemini, and DeepSeek.