Interview Rubric
Clarity for hiring — before the interview starts.
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421 AI reads since launch, ranked against every AI tool listed.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 Job Description Generator — describe a role in plain English, get a polished job description back Interview Prep — paste a job description (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. 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.
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Product Updates (1)
Interview Prep just shipped — plus a faster, more flexible JD generator
About a week into the open beta, here's what's changed based on real usage and feedback. Interview Prep is live. It's the third tool now, alongside rubric generation and job description generation: paste in a job description (or build out your own interview loop), and get back personalized prep: likely questions, what to actually study for each stage, how it maps back to the JD. Job description generation got more flexible. Paste your notes, upload a doc, or walk through a short guided form; pick whatever's easiest, and it converges on the same clean output. Generation got faster and steadier. A few of you hit long generation times on certain job descriptions. That bottleneck is fixed; times are consistent across the board now, not just on the easy cases. There's also a real privacy page now, with real answers: what's stored, how long (results auto-expire after 30 days), and what's never kept at all. Still fully free, still open beta — no plans to change that this week. Next up: sharpening the rubric-generation quality itself, and shaping pricing from what people actually do with this, not a number I picked in a vacuum. Genuinely curious: what would make you actually reach for this on your next hire or your next interview, instead of just trying it once?
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Reviews (4)
Average 4.8 out of 5
Based on 4 reviews
I used interviewrubric.com to prepare for an upcoming interview and wanted to share an early assessment. The tool is designed to turn job descriptions into weighted rubrics and interview prep. I mainly tested the rubric generator and interview-prep features, not the job-description generator. Creator B. Holmes clarified that the tool is intended for job descriptions, not resumes. I had already uploaded my resume and cover letter, so my first rubric was based on my application materials rather than the original JD. Even with that imperfect input, the output was useful. The rubric identified major hiring signals, including security governance, executive protection, threat intelligence, GSOC/SOC maturity, stakeholder alignment, GRC, metrics, and mission fit. The strongest validation came after my recruiter screening: every question I was asked had been reflected in the prep output. Hiring outcome is not the only measure. The better question is whether the tool improves preparation.
Finally a structured way to evaluate candidates fairly. The AI suggestions are spot-on for creating consistent interview rubrics. Game changer for hiring teams.
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.
Comments (2)
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.
@galdayan1895 I appreciate the feedback! What do hiring teams usually spend on a product like this?
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