Recruiting · Do this yourself

Analyze resumes and LinkedIn profiles with an agent pipeline.

✅ Shared as a detailed build write-up.

No X data

Based on A Reddit user on Reddit (opens in new tab)

Who it’s for

Job seekers, recruiters and hiring managers.

Adapt it to your industry

  • Job seeker in any field: tailor your resume to each job post
  • Small business: write a clear job post and screening questions
  • Coach: help clients prepare for interviews

Step by step

  1. Copy the job post you want and your current resume.
  2. Open ChatGPT, Claude or Grok and paste the prompt below with both.
  3. Ask which keywords and skills from the job post are missing from your resume.
  4. Rewrite only with things that are true about you; never add fake experience.
  5. Save the resume as a simple PDF with no tables or images so screening software can read it.
  6. Ask the AI to run a mock interview for that job and give feedback.

Ready-to-copy prompt

Extract skills, years per skill and last 3 roles from this resume as JSON, then score against the role requirements.

Start with AI

Opens the AI with this guide and the prompt filled in.

Open in ChatGPT (opens in new tab)Open in Claude (opens in new tab)Open in Grok (opens in new tab)
Cost
$0–20/month (free tiers or one AI plan)Our estimate
Time
2–6 weeksOur estimate

How to make money from it

Pricing idea: Career coaches can offer resume and interview packages at a fixed price; tools often sell monthly or lifetime plans.

Finding your first 10 customers

  • Help 3 job-seeking friends for free.
  • Share anonymized before/after resumes.
  • Post in job-seeker communities and alumni groups.

Ideas, not promises. Results vary.

Details: source, numbers and tags

What they did

The stack combines n8n, OpenAI, RapidAPI, Pinecone, Bubble and StirlingPDF to analyze, qualify and process candidates.

How it went

Shared as a detailed build write-up.

Worth knowing

Respect data-protection rules when storing candidate data.

Difficulty
AdvancedOur rating
Time to build
Not reportedOur estimate
Monthly cost
Not reported
Revenue
Not reportedWe only show revenue the source states
Engagement
No public countThe source shows no number
X buzz
No X data

Posted · Added Oct 16, 2026

Original builder recipe

  • n8n
  • OpenAI API
  • Pinecone
  • StirlingPDF
  1. Define your criteria.
  2. Let the agent search, score and draft.
  3. Review everything before it is sent.
  4. Track outcomes.

Tags

Agent n8n ChatGPT
Industry Recruiting

Read the original

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