Back to all posts30-Day Sprint
Build an AI Job Search Stack in 30 Days
A practical 4-week sprint to build your AI-powered search workflow, from profile baseline to interviews and offer negotiation prep.
February 12, 202610 min

Week 1: Build your baseline

Goal: Create a clean professional source of truth.

  • Resume (current)
  • LinkedIn summary
  • 10 impact bullets from recent work
  • target roles and compensation range

Prompt AI to normalize all of this into one profile document.

Week 2: Build targeting logic

Goal: Replace random applications with role filters.

  • Define 3 role archetypes
  • Define disqualifiers (salary floor, scope, location)
  • Define differentiators (domain, outcomes, leadership signals)

Use AI to score each role against your profile before applying.

Week 3: Build your narrative engine

Goal: Create reusable content blocks.

  • 3 opening paragraphs for cover letters
  • 5 outreach templates by scenario
  • 12 STAR stories mapped to core competencies

Week 4: Build execution loops

Goal: Turn preparation into speed.

  • daily outreach block (20 minutes)
  • interview prep block (30 minutes)
  • weekly retrospective (30 minutes)

Use AI to produce next actions automatically from your retrospective.

Output after 30 days

You should leave this sprint with:

  • clearer target roles
  • consistent messaging
  • faster application cycles
  • less anxiety because execution is systematized
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