How to Create Your First AI Reviewer

A reviewer in TeamBench is an AI-powered evaluation profile that scores your content against specific criteria you define. Think of it as a virtual editor who checks every piece of content against the same standards, every time, without fatigue or inconsistency.

To create your first reviewer, navigate to the Reviewers page from the sidebar and click "Create Reviewer." You will be prompted to give it a name and an optional description. The name should reflect what the reviewer evaluates -- for example, "Blog Post Quality" or "Email Compliance Check."

Next, you will define the review criteria. Each criterion is a specific dimension your reviewer will evaluate, such as readability, accuracy, brand voice, or SEO optimization. You assign each criterion a weight (how important it is relative to the others) and provide guidance text that tells the AI what to look for. The more specific your guidance, the more accurate and useful your review scores will be.

If you prefer not to start from scratch, TeamBench offers over 200 reviewer templates covering common content types and industries. Templates come pre-configured with relevant criteria and weights, and you can customize them after creation.

Once your reviewer is set up, select which AI model to use for the evaluation. TeamBench supports models from OpenAI, Anthropic, and Google, each with different strengths. For most use cases, the default model provides an excellent balance of speed and accuracy.

After creating the reviewer, you can immediately submit content for review. Paste or upload your text, select the reviewer, and click "Review." Within seconds, you will receive a scored breakdown for each criterion, an overall weighted score, and specific feedback explaining what works and what needs improvement.

As you refine your process, you can edit criteria, adjust weights, and add knowledge bases to give your reviewer additional context. The goal is to build a reviewer that matches the judgment of your best human editor -- then apply that standard consistently across every piece of content your team produces.

Finally, consider creating multiple reviewers for different content types. A blog post reviewer and a product description reviewer will have very different criteria and weights, and separating them ensures each content type is evaluated against the right standards.