What can the Job Assistant do?
From inside any job workspace, the assistant can generate four types of output — each tailored to that specific role and your resume:
- Gap Analysis: What skills or experience you're missing relative to the job description — ranked so you know which gaps matter most.
- Resume Suggestions: Specific bullet point rewrites to better match the role's language and requirements.
- Outreach Draft: A concise, human-sounding LinkedIn message under 150 words, connecting one of your experiences to a specific requirement in the job description.
- Cover Letter: A three-paragraph letter with a role-specific opening, achievement-based middle section, and a clear call to action — no generic placeholders.
You can choose tone (professional, confident, or warm) and length (tight, standard, or detailed) for outreach and cover letters.
How does the Interview Coach work?
The interview coach is a live mock interview driven by the job description and your resume. It stays in character as a tough-but-fair interviewer, asks one question at a time — mixing behavioral and technical questions drawn from your actual resume gaps and the JD — and gives you structured feedback on your answers, including whether you used the STAR method (Situation, Task, Action, Result). It won't tell you it's an AI mid-session. The goal is to simulate a real screening call so you identify weak answers before the actual interview. Each session is independent — start fresh when you want a new practice run.
How does the offer negotiation tool work?
When a job reaches the Offer stage, you can open the negotiation tool. Enter the offer details and the tool returns a negotiation plan informed by market salary data for your role category, a suggested counter-offer range with reasoning, a ready-to-send email with subject line and body, and specific talking points for a live call. It's designed to reduce the anxiety around negotiating by giving you a concrete, scripted starting point.
What counts as an AI generation?
Each time you run the Job Assistant (gap analysis, resume suggestions, outreach, or cover letter), the interview coach sends a message, or you run an interview prep question generation — that counts as one AI generation against your usage. Resume checks and LinkedIn reviews are tracked separately as resume checks, not AI generations. Core pipeline features — saving jobs, updating status, adding notes, viewing analytics — never consume usage regardless of your plan.