TF
Tailored Fit Resume AI Case File · SMM & Marketing Automation
Draft in progress — evidence-based, no fabricated claims
JD-based resume tailoring, two roles only

Build a resume around the actual role, not the job title.

This workbench is scoped to two paths — Social Media Management and Marketing Automation. Paste the job description, log your real work history and tools, and answer a few context questions. The engine audits the fit before it writes a single line.

What gets produced

Fit scorecard, ATS keyword ledger, gap diagnosis, and a positioning call — then modular resume sections generated from evidence you actually have.

Scope, deliberately narrow

Limited to SMM and Marketing Automation so the keyword logic and phrasing stay specific instead of generic.

Integrity rule

Study-only tools are never written up as paid work. No invented metrics, ever.

01Choose the resume path

This sets the language used for keyword extraction, scoring, and generated copy.

selected Track A

Social Media Management

Content execution, scheduling, engagement, reporting, page operations.

  • Content calendar & posting support
  • Canva / creative asset coordination
  • Community management & response
  • Engagement & performance reporting
selected Track B

Marketing Automation

Workflows, CRM support, email/SMS automation, lead nurturing, funnels.

  • CRM tagging & segmentation
  • Email workflow & follow-up automation
  • Funnels, forms, landing pages
  • Pipeline visibility & process accuracy

02Job description

Paste the exact posting. This is parsed for responsibilities, tools, seniority signals, ATS keywords, and likely business goals.

03Work history

Paste your current resume or describe your work history. This separates direct, transferable, project, and study-only evidence.

04Tools & proof

Select only what you can back up. Use the notes fields to say whether it was paid work, a project, or study-only.

Social media tools

Marketing automation tools

Evidence classification

Evidence typeHow it's treated
Paid work / employmentWritten into work experience when relevant.
Project / portfolio workGoes into a dedicated projects section, clearly labeled.
Volunteer / org workUsed if clearly labeled and genuinely relevant.
Study-only / tutorialNever presented as real work experience.

05Metrics & outcomes

Add anything measurable, even if small — volume, frequency, turnaround time, or scope of ownership all count.

06Application context

Wording shifts depending on who's hiring, how senior the role is, and whether it's execution- or strategy-heavy.

07Role problem & client goal

The differentiator. Resume language should align to the actual problem the role solves, not just its keywords.

Integrity rule Stronger phrasing and relevance are fair game. Fake numbers, disguising training as paid work, or claiming unsupported tools are not.
Analysis begins here

08Analysis dashboard

Runs before generation: classify the role, audit fit, flag gaps, decide positioning.

Role reality

Classification, seniority, emphasis, and inferred problem / goal.

Role
Seniority
Emphasis

Likely business problem

No analysis yet.

Likely employer goal

No analysis yet.

Candidate fit audit

Six-factor scorecard, each rated out of 10.

0/10Role align
0/10ATS coverage
0/10Tool align
0/10Evidence
0/10Experience
0/10Seniority fit

Recommended positioning

No positioning recommendation yet.

ATS keyword ledger

Every keyword sorted into what you can claim now, what to add if true, and what to leave alone.

✓ Supported

No analysis yet

△ Add-if-true

No analysis yet

✗ Do not claim yet

No analysis yet

Gap diagnosis

What to push, what's missing, and what project work could fill the gap.

Strengths to push

  • No analysis yet.

Gaps / risks

  • No analysis yet.

Project fillers

  • No analysis yet.

09Tailored output

Generate modular sections instead of one forced full-resume block.

Run the fit analysis first. This panel will hold a tailored summary aligned to the job description, selected path, employer goal, and your real evidence.
Run the fit analysis first. This panel will rewrite work experience bullets, prioritizing relevance and honest reframing of transferable work.
Run the fit analysis first. This panel will suggest or build a projects section when direct experience is thin.
Run the fit analysis first. This panel will produce a function-based skills section.
Run the fit analysis first. This panel will help you explain a career shift into SMM or Marketing Automation.