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Case Interview Rubric: Problem Solving & Communication Assessment

Q: How long should the case scenario brief be?

Keep the `{{case_scenario_brief}}` concise, ideally 1-2 sentences. It provides context for the AI to tailor indicator examples, not an exhaustive case description for the candidate.

Consulting interviewers: Generate a rubric to evaluate case interview candidates. Standardize assessment of problem structuring, analytics, synthesis, and communication for consistent hiring.

This prompt creates a detailed case interview evaluation rubric for consulting firm interviewers. It covers problem structuring, analytics, synthesis, and communication, with clear descriptors and student-work indicators, ensuring consistent and evidence-anchored candidate assessment.

ChatGPT Claude Gemini

READY-TO-USE PROMPT

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prompt.txt

Role: You are an expert in management consulting recruitment and assessment design. Your primary objective is to develop a comprehensive, criterion-referenced evaluation rubric specifically tailored for case interviews at a leading consulting firm.

Context: Our firm, `{{firm_name}}`, relies heavily on case interviews to evaluate the capabilities of prospective consultants. We aim to identify candidates who not only possess strong analytical and problem-solving skills but also demonstrate the ability to synthesize complex information and communicate effectively under pressure. The current challenge is to standardize our assessment process more rigorously, ensuring fairness, consistency, and a clear, shared understanding of candidate performance across all interviewers. This rubric is critical for providing clear, actionable criteria for evaluating performance in these key areas, moving beyond subjective impressions to evidence-based judgments. The specific context for which this rubric will be applied is `{{case_scenario_brief}}`.

Task: Your task is to construct a detailed case interview evaluation rubric. This rubric must define exactly four core evaluation criteria, each broken down into precisely four distinct performance levels. For each performance level within each criterion, you must provide clear, concise descriptive language and at least two specific indicators of observable candidate behaviors or work product. Conclude the rubric with a dedicated section offering general guidance on how interviewers might consider the relative weighting or importance of the four criteria during their overall assessment.

Constraints:
- The rubric must strictly focus on the following four core evaluation criteria:
1. **Problem Structuring:** This criterion assesses the candidate's ability to logically break down complex, ambiguous problems into manageable components, identify root causes, prioritize issues, and develop a structured, coherent framework for analysis.
2. **Analytical Rigor:** This criterion evaluates the candidate's proficiency in applying quantitative and qualitative analysis, interpreting data accurately, drawing logical inferences, and demonstrating sound reasoning throughout the case. This includes comfort with numbers and the ability to derive insights.
3. **Synthesis & Recommendation:** This criterion measures the candidate's capability to integrate disparate findings, form insightful and well-supported conclusions, and present clear, actionable, and persuasive recommendations that directly address the core problem.
4. **Communication & Professionalism:** This criterion covers the candidate's ability to articulate thoughts clearly, concisely, and persuasively. It also includes active listening skills, the capacity to structure arguments logically, adapt communication style, and maintain a professional demeanor throughout the interview.
- Each of the four criteria must have exactly four distinct performance levels. Use the following labels and descriptions for these levels:
- **"Exceptional"**: Represents performance typically seen in the top 10% of candidates. Demonstrates mastery and goes significantly beyond expectations.
- **"Strong"**: Indicates performance that fully meets or slightly exceeds expectations for a successful candidate. Ready for an offer.
- **"Developing"**: Shows foundational understanding and potential, but requires significant development and coaching to reach the "Strong" level.
- **"Limited"**: Performance falls significantly below minimum requirements; lacks fundamental skills for the role.
- For each performance level within each criterion, you must include:
- A concise descriptor (1-2 sentences) of the expected performance at that level.
- At least two "Candidate Behavior Indicators" (observable actions or verbalizations) that exemplify what that performance looks like in a case interview setting. These should be specific and measurable.
- The rubric must conclude with a brief, clear note offering guidance on the relative weighting or importance of the four criteria. This should acknowledge that while all are important, some may carry more weight depending on the role or case focus.
- The overall tone of the rubric must be fair, objective, deeply criterion-referenced, and firmly evidence-anchored, guiding interviewers towards observable behaviors rather than subjective impressions.

Output: Produce the complete rubric in a highly structured and easily readable format. Use clear headings for each criterion, subheadings for performance levels, and bullet points for descriptors and indicators. Ensure the final output is ready for immediate deployment to interviewers at `{{firm_name}}`.

Estimated results

DifficultyIntermediate

Setup time40 min

Time saved1 hour

Best modelsChatGPT, Claude, Gemini

Best audienceConsulting, Recruitment

Editor's note

Why this prompt matters

Consulting firms frequently face the challenge of inconsistent evaluations in their case interview processes. The inherently subjective nature of assessing complex skills like problem-solving, analytical rigor, and executive communication can lead to significant variability in candidate scores and interviewer feedback. This often makes it difficult to compare candidates fairly or identify specific areas for development. This workflow provides a structured approach to address these issues. It is intended for interviewers, recruitment leads, and talent acquisition teams within consulting organizations who require a more objective and standardized system for assessing prospective consultants. Implementing a detailed, criterion-referenced rubric helps move evaluations beyond intuitive judgments, ensuring every candidate is assessed against a consistent set of rigorous criteria. This method is particularly useful when training new interviewers, refining existing assessment protocols, or aiming to reduce bias and increase the reliability of hiring decisions. It ensures the firm can confidently identify individuals who possess the precise blend of analytical depth, structured thinking, and persuasive communication vital for success.

Anatomy

Prompt engineering breakdown

Role

The model acts as an expert in management consulting recruitment and assessment design.

Context

The prompt establishes that the firm `{{firm_name}}` uses case interviews to evaluate prospective consultants, aiming to standardize assessment for fairness and consistency. The rubric will be applied to `{{case_scenario_brief}}`.

Goal

The primary goal is to develop a comprehensive, criterion-referenced evaluation rubric for case interviews, defining four core evaluation criteria, each with four distinct performance levels.

Constraints

The rubric must strictly adhere to four specified criteria (Problem Structuring, Analytical Rigor, Synthesis & Recommendation, Communication & Professionalism), each with four defined performance levels ('Exceptional', 'Strong', 'Developing', 'Limited'). Each level must include a concise descriptor and at least two specific candidate behavior indicators. A concluding note on criteria weighting is also required. The tone must be fair, objective, and evidence-anchored.

Output format

The output must be a highly structured and easily readable rubric, using clear headings for criteria, subheadings for performance levels, and bullet points for descriptors and indicators. It should be ready for immediate deployment.

Why this structure works

The prompt's structure is effective due to explicit constraints and role priming. Explicit constraints ensure the output adheres precisely to the required four criteria and four performance levels, preventing hallucination of additional categories. Role priming as an 'expert in management consulting recruitment' directs the model to generate content that is relevant, authoritative, and aligned with industry standards for candidate assessment.

Pick your version

Prompt variations

BeginnerWorks with any model

For users new to prompt engineering or who need a basic, straightforward rubric without extensive detail or specific firm context. Ideal for initial drafts.

prompt.txt

As a recruitment specialist, create a simple case interview rubric for `{{firm_name}}`. Focus on four key areas: how candidates break down problems (Problem Structuring), use data (Analytical Rigor), form conclusions (Synthesis & Recommendation), and speak clearly (Communication & Professionalism). For each area, describe four performance levels: Exceptional, Strong, Developing, and Limited. Provide two clear examples of observable candidate actions for each level. Conclude with a brief note on which areas might be considered more important overall. Keep the language direct and focused on what an interviewer would see during the case interview for `{{case_scenario_brief}}`.

ProfessionalBest with chatgpt

When detailed, high-fidelity output is required for a formal assessment process. Suitable for experienced users needing a comprehensive, criterion-referenced rubric.

prompt.txt

Assume the role of a seasoned management consulting recruitment specialist. Your objective is to design a robust, criterion-referenced evaluation rubric for case interviews at `{{firm_name}}`. This rubric must specifically cover four criteria: Problem Structuring, Analytical Rigor, Synthesis & Recommendation, and Communication & Professionalism. Each criterion requires four performance levels: Exceptional, Strong, Developing, and Limited, with clear descriptors and at least two observable candidate behavior indicators for each. Tailor this to the context of `{{case_scenario_brief}}`. Conclude with a brief note on the relative weighting of criteria. The output format should be structured with clear headings and bullet points for immediate use by interviewers, ensuring fairness and consistency in assessment.

Short VersionWorks with any model

For quick drafts, integration into systems with character limits, or when only the essential structure and content of a rubric are needed.

prompt.txt

Generate a concise case interview evaluation rubric for `{{firm_name}}`. Include four criteria: Problem Structuring, Analytical Rigor, Synthesis & Recommendation, and Communication & Professionalism. For each criterion, define four performance levels (Exceptional, Strong, Developing, Limited) with a brief descriptor and at least two observable indicators. Conclude with a sentence on criteria weighting. Ensure the rubric is objective and focuses on candidate behaviors relevant to `{{case_scenario_brief}}`.

EnterpriseBest with claude

For large organizations that need to ensure legal defensibility, HR compliance, and consistent training across a global interviewer pool.

prompt.txt

As an expert in talent acquisition and organizational development for a global consulting firm, develop a comprehensive, legally defensible case interview evaluation rubric for `{{firm_name}}`. This rubric must standardize assessment across all global offices and align with `{{firm_name}}`'s diversity and inclusion policies, especially for the `{{case_scenario_brief}}` context. Define four core criteria: Problem Structuring, Analytical Rigor, Synthesis & Recommendation, and Communication & Professionalism. Each must have four performance levels (Exceptional, Strong, Developing, Limited), with detailed, explicit descriptors and at least three specific, measurable behavioral indicators to ensure inter-rater reliability and defensibility in hiring decisions. Include a section on interviewer calibration and the strategic weighting of criteria, considering role seniority and regional market demands. The final output must be ready for review by HR, Legal, and Training departments, emphasizing clarity, fairness, and consistency to mitigate bias and enhance recruitment efficacy.

What you'll get

Expected output

# Acme Consulting: Case Interview Evaluation Rubric

This rubric is designed to provide a standardized, criterion-referenced framework for evaluating candidates during case interviews at Acme Consulting. It aims to ensure fairness, consistency, and a shared understanding of performance across all interviewers, specifically for a market entry strategy case for a tech client.

Problem Structuring

This criterion assesses the candidate's ability to logically break down complex, ambiguous problems into manageable components, identify root causes, prioritize issues, and develop a structured, coherent framework for analysis.

Exceptional

*Descriptor:* Rapidly deconstructs complex problems into highly logical, mutually exclusive, and collectively exhaustive (MECE) components. Proactively develops a hypotheses-driven framework that is directly tailored to the case and adapts it fluidly with new information. *Candidate Behavior Indicators:*

Immediately breaks down the problem into 3-4 MECE components, clearly stating initial hypotheses and their rationale.
Proactively refines their framework when new information emerges, explaining the adjustments and implications for analysis.

Strong

*Descriptor:* Logically breaks down the problem using a relevant framework. Identifies key issues and questions to be addressed, maintaining a structured approach throughout the analysis. *Candidate Behavior Indicators:*

Applies a relevant, standard framework (e.g., Porter's Five Forces, 3Cs) to structure the problem, adapting it appropriately.
Identifies key questions to be answered and prioritizes them, though may need minor prompting to refine.

Developing

*Descriptor:* Attempts to structure the problem but often struggles with logical coherence or completeness. Frameworks may be generic or require significant interviewer guidance to be effective. *Candidate Behavior Indicators:*

Struggles to break down the problem into distinct components without significant interviewer guidance or repeated prompts.
Frameworks are often generic, not fully tailored to the specific case, or contain overlapping elements.

Limited

*Descriptor:* Unable to logically structure the problem. Jumps to solutions without a clear analytical plan or demonstrates a fundamental lack of understanding of problem decomposition. *Candidate Behavior Indicators:*

Provides unstructured thoughts or jumps directly to a solution without establishing an analytical framework.
Cannot articulate a clear plan for addressing the case problem, even with direct interviewer assistance.

Analytical Rigor

This criterion evaluates the candidate's proficiency in applying quantitative and qualitative analysis, interpreting data accurately, drawing logical inferences, and demonstrating sound reasoning throughout the case. This includes comfort with numbers and the ability to derive insights.

Exceptional

*Descriptor:* Demonstrates exceptional comfort with quantitative and qualitative data. Rapidly identifies critical data, performs complex calculations accurately, derives deep insights, and challenges assumptions when appropriate. *Candidate Behavior Indicators:*

Quickly identifies critical data points and asks clarifying questions to ensure data integrity and relevance.
Performs multi-step calculations accurately under pressure, explaining the steps and implications logically.

Strong

*Descriptor:* Handles data effectively, performing necessary calculations and drawing logical conclusions. Interprets data correctly to support arguments and analyses. *Candidate Behavior Indicators:*

Interprets provided data correctly and uses it effectively to support arguments and move the case forward.
Conducts necessary calculations with minor errors, demonstrating the ability to self-correct when prompted.

Developing

*Descriptor:* Struggles with calculations or misinterprets data, leading to superficial or incorrect analysis. May require significant assistance to navigate quantitative aspects of the case. *Candidate Behavior Indicators:*

Makes frequent calculation errors or requires significant assistance with quantitative tasks.
Draws conclusions that are not fully supported by the provided data or misinterprets key data points.

Limited

*Descriptor:* Avoids engaging with numerical data or qualitative evidence. Unable to perform basic analysis or draw any logical inferences from the information presented. *Candidate Behavior Indicators:*

Expresses discomfort with quantitative analysis or actively avoids engaging with numerical data.
Cannot perform basic calculations or fundamentally misinterprets data points, leading to flawed conclusions.

Synthesis & Recommendation

This criterion measures the candidate's capability to integrate disparate findings, form insightful and well-supported conclusions, and present clear, actionable, and persuasive recommendations that directly address the core problem.

Exceptional

*Descriptor:* Crafts highly persuasive, actionable, and innovative recommendations. Smoothly integrates all findings into a compelling narrative, anticipates potential risks, and proposes mitigation strategies. *Candidate Behavior Indicators:*

Presents a clear, concise, and compelling recommendation early in the process, refining it with new data and insights.
Connects disparate pieces of information into a cohesive, impactful narrative that supports the recommendation.

Strong

*Descriptor:* Formulates clear, logical, and actionable recommendations. Conclusions are well-supported by analysis and directly address the core problem presented in the case. *Candidate Behavior Indicators:*

Provides a clear recommendation that directly addresses the case objective and is supported by key findings.
Summarizes key findings and links them logically to the proposed solution, demonstrating a coherent thought process.

Developing

*Descriptor:* Recommendations are often vague, generic, or lack strong analytical support. Struggles to connect findings from different parts of the case into a coherent conclusion. *Candidate Behavior Indicators:*

Recommendations are generic or lack specific, actionable steps, requiring interviewer prompting for detail.
Struggles to synthesize information from different parts of the case into a coherent narrative or conclusion.

Limited

*Descriptor:* Fails to provide a clear recommendation or presents conclusions that are unsubstantiated, contradictory, or irrelevant to the case problem. *Candidate Behavior Indicators:*

Fails to provide a clear recommendation at the end of the case, even when prompted.
Conclusions are contradictory, not supported by any analysis, or fundamentally misunderstand the problem.

Communication & Professionalism

This criterion covers the candidate's ability to articulate thoughts clearly, concisely, and persuasively. It also includes active listening skills, the capacity to structure arguments logically, adapt communication style, and maintain a professional demeanor throughout the interview.

Exceptional

*Descriptor:* Highly articulate and persuasive, managing the interview flow effectively. Actively listens, asks insightful clarifying questions, and adapts communication style to interviewer cues. *Candidate Behavior Indicators:*

Communicates complex ideas with exceptional clarity and conciseness, using appropriate business language and executive presence.
Actively listens to interviewer questions, paraphrases for clarity, and responds directly and thoughtfully.

Strong

*Descriptor:* Communicates clearly and concisely, structuring arguments logically. Listens attentively and maintains a professional, engaging demeanor throughout the interview. *Candidate Behavior Indicators:*

Articulates thoughts clearly and structures responses logically, making them easy to follow.
Maintains eye contact, professional tone, and engages effectively with the interviewer.

Developing

*Descriptor:* Communication is sometimes unclear, rambling, or lacks conciseness. May require prompting to stay on track or fully address questions. Less confident in presentation. *Candidate Behavior Indicators:*

Rambles or struggles to express ideas concisely, requiring interviewer redirection or clarification.
Interrupts or does not fully address interviewer questions before responding, indicating less effective listening.

Limited

*Descriptor:* Communication is disorganized, difficult to understand, or unprofessional. Demonstrates poor listening skills or a lack of engagement with the interviewer. *Candidate Behavior Indicators:*

Communication is disorganized, difficult to follow, uses informal language, or contains frequent verbal fillers.
Fails to listen to interviewer prompts, speaks over them, or demonstrates disinterest in the conversation.

Criteria Weighting Guidance

While all four criteria are important for success at Acme Consulting, their relative importance may vary slightly depending on the specific role or the nature of the case. For entry-level roles, Problem Structuring and Analytical Rigor are often foundational, as these candidates are expected to excel at foundational problem-solving. For more senior roles, Synthesis & Recommendation and Communication & Professionalism may carry additional weight, reflecting the need to influence stakeholders and drive impact. Interviewers should use their judgment to weigh these factors, always ensuring a holistic assessment of the candidate's overall potential.

Under the hood

Why this prompt works

This prompt employs several techniques to ensure a high-quality, usable rubric. Role priming, by instructing the model to act as an expert in management consulting recruitment and assessment design, ensures the output reflects industry standards and a professional tone. The detailed context setting, including the firm name and scenario, grounds the rubric in a realistic application, making it directly relevant to the user's needs. Most critically, the explicit constraints regarding the number of criteria, performance levels, and the requirement for specific descriptors and 'Candidate Behavior Indicators' prevent vague or incomplete responses. These structural constraints force the model to generate a comprehensive, criterion-referenced tool, ensuring completeness and alignment with precise needs. The demand for a 'highly structured and easily readable format' also ensures the output is immediately deployable. This layered instruction set moves far beyond a simple request, delivering a precise, actionable document ready for immediate use in interviewer training and candidate assessment.

Model fit

Best AI models for this prompt

ChatGPT

ChatGPT models, particularly GPT-4, are effective for generating structured content like rubrics due to their strong instruction following and formatting capabilities. They handle complex, multi-layered output requirements well, though sometimes the descriptors can be slightly generic if not prompted with enough specificity. Iteration may be needed to refine the behavioral indicators. See the full ChatGPT hub for deeper guidance.

Claude

Claude models excel at maintaining a consistent tone and adhering to detailed constraints, making them suitable for producing fair and criterion-referenced assessment tools. They are particularly good at generating nuanced language for performance descriptors and can provide creative, yet appropriate, behavioral indicators. Occasionally, Claude might lean towards longer explanations, which may require minor editing for conciseness. See the full Claude hub for deeper guidance.

Gemini

Gemini models demonstrate strong reasoning abilities, which helps them accurately interpret the distinct levels of performance required for each criterion in a rubric. They are proficient in generating clear, actionable language for both descriptors and indicators, ensuring practical utility for interviewers. While generally reliable, cross-checking for consistency in tone across all rubric sections is advisable. See the full Gemini hub for deeper guidance.

When to use

To standardize evaluation criteria across multiple interviewers for case interviews.
When training new interviewers on specific behaviors and performance levels to assess.
For providing structured, evidence-based feedback to consulting candidates.
When aiming for a more objective and consistent assessment process in management consulting recruitment.
To clearly define expectations for problem-solving, analytical rigor, synthesis, and communication skills.

When not to use

For evaluating roles outside of management consulting (e.g., software development, marketing).
When a high-level, unstructured screening interview is sufficient.
If the primary goal is to generate interview questions, not an evaluation framework.
For assessing soft skills or cultural fit that fall outside the defined criteria.
When a quick, subjective assessment is preferred over a detailed, criterion-referenced one.

Get more from it

Pro tips

1
Focus on specific candidate actions; avoid subjective interpretations of 'potential.' Document concrete observations to support your evaluation.
2
Calibrate with other interviewers beforehand. This ensures consistent application of performance levels and a shared understanding of expectations across the team.
3
Document specific examples directly from the interview to justify your ratings. This provides evidence for feedback and defends your assessment.
4
Utilize the 'Developing' category for candidates who show foundational understanding but require significant coaching to reach the 'Strong' level.
5
Review the weighting guidance at the end of the rubric. This helps prioritize criteria based on the specific role or focus of the case.
6
Consider a debrief session with other interviewers. Discussing borderline candidates fosters alignment and improves overall assessment consistency.
7
Adapt the `{{firm_name}}` and `{{case_scenario_brief}}` variables to your actual context. This ensures the rubric's relevance and specificity.

Don't ship this

Common mistakes

✗ Over-reliance on gut feeling or subjective impressions rather than observable behaviors.
Fix — Actively note specific candidate statements or actions that directly align with rubric indicators.
✗ Inconsistent application of performance levels across different candidates or interviewers.
Fix — Conduct regular calibration sessions to align on what 'Strong' or 'Developing' truly signifies.
✗ Not clearly distinguishing between 'Strong' and 'Exceptional' performance.
Fix — Reserve 'Exceptional' for rare demonstrations that significantly exceed expectations in multiple, complex areas.
✗ Allowing strong performance in one criterion to mask deficiencies in another.
Fix — Evaluate each criterion independently before forming an overall assessment; use the weighting guidance.
✗ Failing to provide specific feedback examples based on the rubric.
Fix — Always link ratings to concrete examples from the interview to ensure fairness and provide actionable insights.

Frequently asked questions

Q.Can I modify the four core criteria?

The prompt is designed for the specified criteria. Modifying them will require re-engineering the prompt and may alter the output structure significantly, potentially requiring manual adjustments.

Q.How should I use the weighting note at the end?

The weighting note offers general guidance. Your hiring team should discuss and decide which criteria hold more importance for specific roles or case types, then apply that consistently.

Q.Is this rubric suitable for junior or intern roles?

Yes, the 'Developing' and 'Limited' performance levels allow for assessing candidates across various experience levels against the same criteria. Adjust expectations for what 'Strong' means for junior candidates.

Q.What if a candidate doesn't get a chance to demonstrate a criterion?

Ensure your case interview structure provides opportunities to assess all four criteria. If not, consider adjusting the case design or making a clear note of limited observation.

Q.Can I integrate this with an ATS or HR system?

Yes, the structured nature of the rubric, with its clear criteria and performance levels, makes it well-suited for direct input into applicant tracking systems for consistent data capture and analysis.

Q.How long should the case scenario brief be?

Keep the {{case_scenario_brief}} concise, ideally 1-2 sentences. It provides context for the AI to tailor indicator examples, not an exhaustive case description for the candidate.

Version 1.0Last reviewed July 18, 2026

Reviewed by PromptInFlow Editorial Team