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AI Reviewer Template: Case Study Reviewer

A reviewer designed for marketing and sales enablement teams who need case studies that convincingly demonstrate value through customer stories. This template evaluates case studies against content marketing best practices including challenge-solution-result narrative structure, quantifiable outcome specificity, customer voice authenticity, industry relevance, and sales enablement utility. It ensures case studies serve their dual purpose of marketing content and sales tool. The reviewer flags common case study problems like vague results without specific metrics, missing customer quotes or inauthentic-sounding testimonials, solution descriptions that read like product feature lists rather than stories, lack of industry context that would help prospects self-identify, and missing calls to action. It also evaluates whether the case study is structured for both full reading and skimming, with clear headings and highlighted results. Whether you are writing traditional PDF case studies, website customer stories, or video script outlines, this reviewer helps create content that actually influences purchase decisions.

Evaluation Criteria

This template evaluates content across 5 weighted dimensions. Each criterion is scored and weighted to produce an overall quality score.

CriterionPriority
Narrative StructureHigh
Quantifiable ResultsHigh
Customer VoiceMedium
+ 2 more criteria with configured weights

Full criteria with exact weights and scoring descriptions available in TeamBench.

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How It Reviews Content

Review this customer case study for narrative structure, specificity and credibility of quantifiable results, customer q...

Full review prompt and system configuration available in TeamBench

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Best For

Content marketing teams
Sales enablement managers
Customer marketing teams
B2B marketing agencies

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Frequently Asked Questions

What makes a good quantifiable result?

Specific metrics with context: "Reduced review time by 60% from 5 hours to 2 hours per document" is stronger than "Significantly improved efficiency." The reviewer flags vague claims and pushes for specific, verifiable numbers with before/after comparisons.

Can this review video case study scripts?

Yes. The same criteria apply to video scripts with adjusted emphasis. Increase the weight on customer voice (interview authenticity) and narrative structure (visual storytelling). The reviewer can also check that scripts stay within target time limits.

How many case studies should I have?

The reviewer does not prescribe a number, but it evaluates whether each case study covers a distinct industry, use case, or buyer persona. Aim for at least one case study per target industry and key use case.

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Last updated: February 2026