Interview Rubric

Interview Rubric

AI-powered interview rubrics and job descriptions

bakariholmes
@bakariholmes
Published on Jul 11, 2026
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Alternative To
CoPrep AI
JobHelper

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About Interview Rubric

Most interview panels walk away with different impressions of the same candidate — not because they disagree, but because nobody defined what "good" looks like before evaluating. Interview Rubric fixes that with three tools in one: Rubric Creator — paste a job description, get a structured, weighted interview rubric with clear criteria and suggested questions JD Generator — describe a role in plain English, get a polished job description back Interview Prep — paste a JD (and your interview loop, if known), get likely questions per round so candidates walk in prepared instead of guessing What makes it different: most hiring tools focus on sourcing or scheduling. This one focuses on the actual evaluation criteria — the thing most teams never write down until it's too late, and the reason three interviewers can walk away with three different impressions of the same person. Built by an engineering manager and former educator, using the same "define the rubric before you evaluate" principle that makes classroom assessment fair. Open source, built in public, 100% test coverage. What to expect: a consistent, defensible evaluation framework in under a minute, and candidates who walk into interviews knowing what's actually being assessed. Currently free while I validate the product with real users — a paid tier for teams is planned, but core features stay free.

Product Video

Watch a video demo of Interview Rubric .

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Reviews (4)

Average 5.0 out of 5

5.0

Based on 4 reviews

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galdayan1895

Finally a structured way to evaluate candidates fairly. The AI suggestions are spot-on for creating consistent interview rubrics. Game changer for hiring teams.

omribenshoham

Solves a real hiring problem that most tools ignore - standardizing interview evaluation. The three-in-one approach (rubric creator, job description generator, interview prep) is perfect for scaling consistent evaluation across teams.

hamzawork7150

interview-rubric has great potential and offers some useful features, but I encountered a few issues that could be improved. Please contact me so I can share detailed feedback and suggest the changes I'd like to see. WhatsApp: https://wa.me/447307349530 Email: [email protected] Telegram: t.me/rforrank

Comments (2)

galdayan1895
@galdayan1895

This addresses the exact gap most hiring teams face - they evaluate people but never defined what they're looking for. The rubric-first approach standardizes evaluation and prevents inconsistent hiring decisions. Strong product.

bakariholmes
@bakariholmes

@galdayan1895 I appreciate the feedback! What do hiring teams usually spend on a product like this?

bakariholmes
@bakariholmes

Built this after years as an educator, where the first rule of fair assessment is defining the rubric before you evaluate. Interviews almost never do this. Would love feedback from anyone hiring, job