A review section can’t be worth much if the customer does not believe in it. A good page with lots of spam, cursing, or blatant false praise isn’t doing you any favors, and neither is a page where everyone is praising you but somehow all the negative comments just magically vanish. Moderation is in the middle of those two problems, filtering out what is not appropriate, and posting what is true, even when it means posting comments that are critical.
That’s what tools for moderating ecommerce reviews are for. Some of these are integrated into your existing review site. Some add AI over the top. Here are eight to consider for 2026, and what and where they fall short of. They do not have to be in a specific order as the right one will vary based on volume and stack.
Why is moderation important now?
Suspicious and bogus reviews have caught the radar of the regulators. According to Stamped’s help center, the final rule by the FTC on reviews went into effect on October 15, 2024, and it’s defined as a ban on fake reviews and transparent moderation. According to Yotpo’s blog, FTC regulations are valid for US business, but other areas may have different regulations, like the EU’s Omnibus Directive. Not a lawyer, so be sure to consult what applies to your markets.
The bottom line from a few vendors: put out reviews that are relevant and appropriate, whether positive or negative, and just scrub what isn’t authentic, offensive or off-topic.
From Chaos to Credibility: 8 Review Moderation Tools Worth Knowing
1. Yotpo Discover
Ideal for: Brands with large volumes of reviews, who wish to benefit from AI and also have a human element.
Yotpo is one of the best tools for moderating ecommerce reviews. Yotpo review management software’s moderation page details how all reviews are scored by AI from 1 to 100% according to their sentiment, and how the product automatically publishes reviews based on that sentiment and star rating, as well as flagging profanity, fake content and irrelevant reviews. By using a dedicated workflow, you will be able to see customer pictures and videos before they are published along with a review.
A couple of noteworthy points highlighted in its support pages are:
- Auto-publish defaults: It is on by default and in Yotpo’s opinion, all reviews should be published immediately. Any review containing recognized profanity will not be auto-published. If auto-publish is enabled and you don’t publish or reject a review, it is published automatically after 14 days. No Escalated Review is ever published automatically.
- Tagging: This feature is available on Pro, Premium and Enterprise plans.
- Human assistance: Yotpo claims that its professionals control moderation for over 800 shops and consists of approvals, spam detection, content quality and escalating reviews that require quick follow-up.
Beware of: If you have set the star-rating threshold to more than one star then you must publish or reject the reviews with less than the set threshold. I didn’t find any pricing on the pages I read.
2. Okendo
Ideal for: Shopify brands seeking real-time and interactive control with signals.
Each review is displayed as a card on Okendo’s moderation page, featuring buttons for publishing, rejecting, responding, and details. It includes an overall sentiment indicator (positive, negative, neutral or mixed), profanity alerts and lets you know whether the reviewer is a verified buyer, verified reviewer or unverified.
Various actions for hiding an image (without canceling the entire review), moving reviews to another product, tagging reviews, and tracking events through a review timeline are available. There’s an auto-publish option to review regularly for you.
If you are looking to make educated decisions fast and like to remain close to the material, it’s a great match.
3. Judge.me
Ideal for: Lean teams looking for effective filters on a budget.
Judge.me’s help center organizes the tools into a section called “Moderation & Content Control”: publish and hide reviews, auto spam filter, censoring personal information, profanity filter, and email blocklists. The profanity filter is one of the more helpful bits of information, as it can remove offensive language or simply mask the offensive language from the reviews altogether.
Judge.me is one of the cheaper tools for moderating ecommerce reviews, with roundups claiming it offers a free plan and a flat fee of $15/month. Also noteworthy is a Judge.me WordPress reply: Moderation features allow for complaints, spam, and profanity to be taken care of, but do not give merchants an excuse not to abide by commerce legislation.
4. Stamped
Ideal for: Brands who prefer definite Auto-publish guidelines and bulk activities.
From the dashboard, Stamped will allow you to do reviews in bulk, publish, unpublish, and archive reviews. If the reviews are not being auto published as indicated in your auto-publish settings, they will be placed in a Pending tab; there is also an example in the help center of how an auto-publish review appears after a certain number of days. Unpublished and archived reviews are not included in your average rating.
Beware of: Stamped’s FTC page states they do not use a star threshold for publication; on their auto-publish article, they mention the possibility of a star threshold. Ask Stamped how they fit together now.
5. Fera
Ideal for: Teams that desire to have AI approve reviews automatically.
For every new review, Fera’s AI tool, Ferify, reads it and determines whether it should be approved. It allows you to customize the delay before it moderates three types of submissions and every AI-moderated submission will be visible in a Review History tab, giving you insight into what’s been moderated and when. It is enabled in submission settings.
A good option to consider if you wish to have AI make the initial pass and keep a record of what it has done.
6. Trustpilot
Ideal for: Public reputation (moderation is different).
Trustpilot is not a moderation tool to be used in advance of publication. It publishes reviews on its own platform and its own pages state that all reviews go through its 24/7 automated software. Businesses can flag reviews that violate its guidelines, and Trustpilot says it uses detection software to check flagged reviews, and it will remove suspicious reviews from the website. It also states that it will not delete a negative review and it rules out incentives and selective invitations as it skews the score.
Use it for independent reputation, and complement it with a tool on your own site for the reviews on your own pages.
7. Sentimo
Ideal for: Integrating AI replies and moderation into Okendo or Judge.me.
Sentimo is an application that integrates with Shopify. It is said to moderate and assess content by sentiment, constructiveness, relevance, and generate replies in your brand voice. According to Judge.me’s review help article, it analyzes every new review as it comes and can approve it, reject it or keep it for manual review depending on your rules. It integrates with OKendo, Judge.me and Klaviyo, and has pricing plans of $59.99/month and a free trial.
Beware of: It does not analyze reviews already posted in Judge.me and currently has no customer reviews listed, use it with caution. It is bilingual (English & French).
8. Swiftask
Ideal for: Any Yotpo user who requires an AI agent on top.
Yotpo integrates with Swiftask to audit, classify, mark spam, and filter inappropriate content, while the AI agents prepare responses, and yield a full audit trail of decisions. It also takes great reviews for marketing campaigns. Critics say that the AI can review in seconds compared to three to five minutes manually, something Swiftask says is a vendor claim. The prices are not listed in the pages that I looked at, so inquire about a price.
How Yotpo Leads Review Moderation in 2026
The majority of moderation setups are broken by volume. Profanity and spam may be easily filtered at a small store. Beyond a couple thousand reviews, that doesn’t work. That change is managed by Yotpo review management software: you can rely on AI to moderate them, or have a human option as well, and won’t have to pick and choose every review, nor rely on a filter you can’t examine.
In-built auto-publish rules, sentiment scoring, and audit trail. You can set instant publish, flag and escalate for review. The rejected queue remains visible and thus errors become apparent rather than disappearing.
The bigger good thing is context. Reviews, loyalty and AI visibility are all on the same platform, so there’s no separate app with its own rules for moderation. It’s a part of the process that contributes to Google, ChatGPT, and Gemini’s structured data. Trust signals are approved reviews. Rejected ones are not included in the citation layer.
You still have written rules regarding what you’re going to take, what you’re not going to take, and how frequently you’re going to check the rejected queue. Yotpo provides you with the tools to implement them at scale.
Conclusion
Moderation is also a protection for trust in both ways: keeping junk out and allowing honest comments in. At your level, the best tools to moderate ecommerce reviews make that easy and retain a record of the activities they performed.
When you need a single vendor that offers AI scoring and potentially human review moderation, yotpo review management software could be a decent option to consider. For lean and affordable, check out Judge.me. For AI add-ons, try Fera or Sentimo. Whatever you choose, double-check the rates, post honest and authentic negative reviews, and record your rules.