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FreePublished on GitHubEnglish overview

review

Check and add structured data that describes user reviews and average ratings on product or service pages. Verify required fields against real reviews and validate the markup for star-rating search results.

OriginalShow the original description

Use when applies to product pages, local business pages, recipes, apps, books, and any page that aggregates user reviews. Use when auditing rich result eligibility for e-commerce or review sites.

AI rating100/ 100See how to install

Good for

  • Audit review markup on product pages
  • Add average ratings from genuine user reviews
  • Validate eligibility for star-rating search results

Overview

What it does

review checks and adds structured data that communicates reviews on product or service pages to search engines. It examines Review for individual reviews and AggregateRating for average ratings and counts. Checks cover missing or inconsistent rating values, rating counts, and upper and lower rating limits. It also handles adding values based on actual reviews to JSON-LD.

When it helps

Use it to review implementations intended for star-rating displays in search results on e-commerce or review websites. It applies to pages publishing user reviews of products, stores, recipes, apps, books, and similar subjects.

Example requests

  • “Check the product page’s AggregateRating and identify any missing required fields.”
  • “Add JSON-LD using the actual review count and average rating, and explain how to validate it.”

Notes

Ratings must be based on reviews from real users. Fabricated or self-serving ratings are treated as violations of Google’s guidelines. Validate the markup with Google’s Rich Results Test before publishing. The skill’s approach is to remove rating data from pages that have no genuine reviews.

This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.

Objective evaluation

AI rated this skill on four points using only the contents of its SKILL.md. Stars and popularity are not taken into account.

Clear instructionsIs it clear when to use it and what it does?
AGoodIt explicitly reviews star-rating eligibility on pages with reviews and adds structured data.
Concrete stepsAre steps, inputs, outputs, and examples spelled out?
AGoodIt specifies required JSON-LD fields, nesting location, use of real data, and validation method.
SafetyAre sending data, deleting files, and running commands disclosed?
AGoodRemoval is limited to rating markup on pages without genuine reviews, and validation is required before deployment.
Easy setupDoes it need few tools or API keys, and are they documented?
AGoodReal review data and Rich Results Test are explicitly required; no API key is needed.

The total counts each point as A = 25, B = 15, C = 5. Rated by AI (OpenAI Codex) as of Oct 23, 2026. Treat it as a guide and read the original before installing.

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Files included (2)

  • SKILL.md2.2 KB
  • references/rule.md3.9 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Add Review schema markup

Star ratings in search results increase click-through rates by up to 35%; incorrect or missing schema means competitors with valid markup capture that visibility advantage.

Quick Reference

  • Use Review schema on individual review pages and AggregateRating on product/service pages to earn star-rating rich results
  • AggregateRating requires ratingValue, ratingCount or reviewCount, and valid bestRating / worstRating values
  • Ratings must reflect genuine user reviews — Google penalises self-serving or fabricated ratings
  • Validate markup with Google's Rich Results Test before deploying

Check

Inspect the page source or rendered DOM for JSON-LD blocks containing "@type": "Review" or "@type": "AggregateRating". Verify required properties are present: ratingValue, ratingCount/reviewCount, bestRating. Run the URL through Google's Rich Results Test.

Fix

Add a JSON-LD <script> block with AggregateRating nested inside the main entity (Product, LocalBusiness, etc.). Populate ratingValue and ratingCount from real review data. Remove any schema on pages with no genuine user reviews.

Explain

Explain how Review and AggregateRating schema work, which page types are eligible for star-rating rich results in Google Search, and why fabricated ratings violate Google's structured data guidelines.

Code Review

Review metadata generation, rendered HTML, structured data, and response headers related to Add Review schema markup. Flag exact routes or templates where search-facing output violates the rule, and describe how to verify the final page output.


For full implementation details, code examples, and framework-specific guidance, see references/rule.md.

Rule page: https://frontendchecklist.io/rules/seo/review

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