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How to Set Up Review Moderation Rules

2026-04-093 min read

Why This Matters

As your review volume grows, manual moderation becomes unsustainable. Reading every review, checking for spam, verifying content quality, and deciding whether to publish — this process that takes five minutes a day with 10 reviews takes an hour a day with 100. Automated moderation rules handle the routine decisions so you only spend time on the edge cases that genuinely need human judgment.

Beyond efficiency, automated rules ensure consistency. When moderation depends on whoever happens to check the dashboard, standards drift. One team member publishes a borderline review, another rejects a similar one. Automated rules apply the same criteria to every review, every time. This consistency protects your brand — you never accidentally publish a review with inappropriate content or spam links, and you never accidentally reject a legitimate review that could help convert shoppers.

The most effective moderation setup uses a tiered approach: auto-approve reviews that meet clear quality criteria (verified purchase, three stars or above, minimum word count), auto-reject reviews that trigger spam signals (suspicious links, profanity, competitor mentions), and flag everything in between for manual review. This means 60-80% of reviews are handled automatically, and your manual effort is focused on the 20-40% that need human judgment.

Step-by-Step Guide

1

Define your auto-approve criteria

Set rules for reviews that should be published automatically: verified purchase, rating of three stars or above, minimum of 20 words, no flagged keywords or links. Auto-approval gets quality reviews onto your product pages faster, which improves the customer experience for reviewers (who see their review live immediately) and shoppers (who see fresh content).

2

Configure spam and abuse filters

Create rules to auto-reject or quarantine reviews that contain spam signals: external URLs, competitor brand names, profanity, excessive capitalization, or duplicate content (the same review text submitted multiple times). These filters catch the most obvious junk without requiring manual review. Start strict and loosen filters if you see legitimate reviews getting caught.

3

Set up the manual review queue

Reviews that do not meet auto-approve criteria but are not caught by spam filters should go to a manual review queue. This includes reviews with low ratings, reviews from unverified purchases, and reviews that mention specific issues like defects or shipping problems. Configure the queue to show these reviews sorted by rating so you can address negative reviews first.

4

Create keyword-based routing rules

Set up keyword triggers that route reviews to specific team members. Reviews mentioning "defect," "broken," or "damaged" go to your quality team. Reviews mentioning "shipping" or "delivery" go to your logistics team. Reviews with high praise go to your marketing team for potential UGC use. This ensures every review reaches the person best equipped to act on it.

5

Test and refine your rules over 30 days

After implementing rules, monitor the results for 30 days. Check auto-approved reviews for any that should have been flagged. Check the rejection log for legitimate reviews that were incorrectly filtered. Adjust thresholds and keywords based on what you find. Most stores need two to three rounds of refinement before their rules run smoothly with minimal false positives.

Pro Tip

Eevy AI includes built-in moderation tools that work alongside the genetic algorithm — reviews that pass moderation are automatically tested in different display positions to find the layout that maximizes revenue per visitor.

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A fast moderation queue ensures new reviews appear quickly without letting spam or inappropriate content through.

Tip

Configure UGC Auto-Approval Rules

Set up smart auto-approval rules for UGC content to speed up display while keeping quality high. Balance automation with moderation.

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Most visitors leave your Shopify store without clicking, scrolling, or interacting at all. Learn how engaging review layouts capture passive visitors.

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Low Add-to-Cart Rate

Your Shopify store has a low add-to-cart rate? Learn how optimizing review section layouts with AI-driven A/B testing can increase conversions by up to 35%.

Glossary

Review Moderation

Review moderation is the process of screening submitted reviews before publication to filter out spam, inappropriate content, and policy violations while preserving authentic customer feedback.

Glossary

Average Rating

Average rating is the arithmetic mean of all star values across a product's or store's reviews, typically displayed to one decimal place (e.g. 4.7) and shown alongside the review count as the headline social-proof number.

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