AI Job Application Assistant

Your Commercial Offer

Title: Role-Specific Résumé & Cover Letter Tailoring

Target Buyer: Active job seekers who are applying for specific roles and need their materials to reflect the language and priorities of each posting.

Problem: Generic résumés fail ATS filters and fail to communicate relevant experience clearly to hiring managers.

Deliverable: A tailored résumé and cover letter aligned to one specific job description, built from a structured intake of the candidate's actual experience.

Scope Boundaries: We tailor documents; we do NOT submit applications on the candidate's behalf without explicit per-application written consent., We do NOT fabricate experience, certifications, or employment dates., We do NOT guarantee interviews, callbacks, or job offers., Candidate must review and approve the final document before it is used.

Outreach Strategy

Target: Active job seekers on LinkedIn who are openly sharing their job search status or recently posted about a role they applied for.

Channel: LinkedIn direct message or reply to a public post about their job search.

Follow-Up Limit: 1

1. Identify someone who has posted about an active job search in a field you understand.
2. Send a short, specific message noting a common gap between generic résumés and the roles they mention.
3. Offer to run a free keyword-gap analysis on one of their existing applications to demonstrate the value.
4. If they respond positively, move to a structured intake call.

Outreach Template

Objections & Replies

• Objection: I can just use ChatGPT to rewrite my résumé myself.

  Response: You can, and many people do. The problem is that ChatGPT tends to add skills and achievements you never mentioned. I conduct a structured intake to make sure every word in the final document traces back to something you actually did—so you can defend it in an interview without hesitation.

• Objection: Will this actually help me get interviews?

  Response: I cannot predict hiring decisions—those depend on the competition, your actual qualifications, and your interview performance. What I can do is ensure the document accurately represents your experience in the exact language the job description uses, so your application is not rejected at the screening stage for a preventable mismatch.

• Objection: My résumé is already pretty good.

  Response: A strong general résumé is a great starting point. The value here is specificity—does your current document use the same priority language as this particular posting? A five-minute keyword-gap review will show us whether there is a gap worth closing.

Turnaround Time

Typical delivery is 24–48 hours after completing the intake. The intake itself is the bottleneck—if the candidate delays answering questions, the timeline shifts accordingly.

Delivery & Fulfillment Mechanics

1. Intake Agreement: Confirm scope (which role, which documents) and get written confirmation the candidate authorises document tailoring for that specific application.
2. Document Collection: Receive the candidate's current résumé and the target job description. Confirm you received the correct, current versions.
3. Structured Intake: Interview the candidate to surface achievements, tools, and responsibilities that the résumé undersells or omits.
4. Keyword Gap Analysis: Run Prompt 1 to map JD requirements against résumé language. Share the gap table with the candidate for confirmation.
5. Drafting: Rewrite targeted sections using Prompt 2. Flag all [VERIFY] items.
6. Candidate Review: Return the draft for explicit review. Resolve every flag with the candidate's confirmation or removal.
7. Final Approval: Obtain written "approved to use" from the candidate before the document is considered complete.
8. Delivery: Send the final document and close the engagement. Do not retain personal data beyond what the candidate authorises.