Interview Scorecard Builder
Turn a job description into competencies, structured interview questions and a scoring rubric with clear examples for each score.
Economics
- Pricing example
- $15 for 10 roles (first role free)
- Daily math
- 1-2 packs a day x $15 = $15-30/day; about 40 packs a month averages $20/day.
- Target if you hit the daily math
- Target: $500 - $800 / month if the daily math is hit
Audience and urgency
Audience: Hiring managers and founders at small companies without an HR team, and small recruitment agencies.
Urgency: Unstructured interviews make it hard to compare candidates fairly, and each interviewer asks different questions. Small companies know they should use scorecards but don't have time to write them.
MVP scope
- ✓ Paste a job description; suggest 5-7 competencies the manager edits
- ✓ Behavioural and situational questions per competency with follow-up prompts
- ✓ 1-4 scoring rubric with observable examples for each level
- ✓ Editable list of questions to avoid (e.g. age, religion, marital status, pregnancy) checked against all questions
- ✓ PDF/DOCX scorecards and a CSV for spreadsheets; credit packs via Stripe
Omitted features
- - Do NOT score candidates with AI or analyse interview recordings
- - Do NOT integrate with applicant tracking systems in Day 1
- - Do NOT claim legal compliance with employment law
Suggested stack
- Frontend
- React + Tailwind CSS
- Backend or API
- Serverless LLM endpoint with JSON output; Supabase for credits and saved roles
- Payments
- Stripe Checkout (credit packs)
- Hosting
- Vercel or Netlify (free tier to start)
Repository metadata
- Blueprint ID
interview-scorecard-builder- Category ID
workflow_ai_wrapper- Monetization ID
usage_pack
Day-one distribution
Channels
- LinkedIn posts aimed at founders and hiring managers
- Reddit r/startups and r/humanresources (follow rules)
- Free scorecard template download
Reddit strategy
Share a free sample scorecard for a common role and offer one free role.
Cold outreach or directory hook
Offer startup accelerators free packs for their portfolio companies.
Search keywords
interview scorecard template, structured interview questions generator, interview rubric example
One-shot master prompt
Build an "Interview Scorecard Builder" in React with Tailwind CSS and a serverless LLM endpoint. Core requirements: 1. Input: job description paste, seniority, number of interview stages and interviewers. 2. Step 1: LLM returns 5-7 competencies with definitions; the user edits, removes or adds before continuing. 3. Step 2: for each competency, LLM returns 2 behavioural and 1 situational question with follow-ups, and a 1-4 rubric with observable behaviour examples per level (JSON schema). 4. Code check against an editable "avoid" list (age, religion, marital status, pregnancy, nationality where not job-related, health); flagged questions must be edited before export. Assign competencies to interview stages. 5. Exports: per-interviewer PDF/DOCX scorecards with score boxes and notes space, plus a CSV. First role free, then Stripe Checkout ($15 for 10).
Comparable products
Published 2026-10-08.
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