Shopify app reviews removed: what happened in 2026 and what you can do

What happened, date by date

Shopify has tightened its review rules in steps since 2025; the July 2026 sweep also reached old reviews from long-time merchants.

Shopify warned on July 6 that genuine apps could lose reviews too, because untrusted reviewers review many apps to look legitimate. AppStorePulse's numbers are outside estimates, the sum of daily drops in each live app's review count; Shopify has published no figure.

Built for Shopify: what a drop can cost

Built for Shopify, Shopify's quality badge, requires at least five reviews and a minimum recent rating that Shopify does not publish. Both are checked automatically: an app that fails one of them for 60 days loses the badge, and gets it back automatically once it meets the bar again. The checklist is on the Distribution page of the Partner Dashboard.

On Shopify's forum, a developer wrote on August 11, 2026 that four reviews removed on July 6 had left the app below five, and that an email received on July 27 gave a deadline of September 20, 2026 to keep the badge. That date applied to that app; Shopify has announced no common deadline. More in our Built for Shopify guide.

What Shopify's review policy allows and forbids

You may ask any merchant for a review in neutral words once they have used your app. Anything that rewards, pressures or steers the rating is forbidden.

Only merchants who have your app installed, or uninstalled it less than 45 days ago, can leave a review. Sanctions go from removing reviews to a lower ranking, unpublishing the app and, in severe cases, closing the Partner account. On July 9, 2026, a developer whose review request flow Shopify had flagged as non-compliant reported losing about 185 reviews at once.

How the rating is calculated

Your rating is not an average of stars. Shopify weights it toward recent, useful and trustworthy reviews and, since April 9, 2025, toward trusted shops. Unpublished reviews count neither in the rating nor in the total, and the formula is not public.

On March 10, 2026, a developer reported on Shopify's forum that one 1-star review took the app from 4.8 to 4.7, and that later 5-star reviews did not bring it back. Shopify staff wrote on September 8, 2026 that detection weighs the merchant's background and review behavior, and that false positives will happen. Positive reviews also lift an app in search results and category pages, Shopify says (see how App Store search ranks apps).

How to find out which reviews disappeared

Shopify does not give you the list: it says it may not notify you of a removal, and on August 4, 2026 a staff member wrote that it cannot provide a review-by-review breakdown. The Partner API has no reviews either. A developer shared this method on Shopify's forum on July 17, 2026:

1. Gather Shopify's review notification emails: one arrives for each published review, with the store name, the rating and the text.
2. Copy every page of your live listing's reviews, at apps.shopify.com/your-app/reviews.
3. Compare the two: reviews in your emails that are no longer on the listing are the ones that went.
4. To prove a review was public on a given date, use past snapshots of your listing on the Wayback Machine (web.archive.org).
5. Check each missing review against your records: merchants still installed and paying are your strongest appeal cases.

Two other cases look like removals: reviews archived under the July 2025 rules, which return when the store pays full price or reopens, and reviews that the merchant sees as published while nobody else does, as developers described on the forum in September 2026.

Third-party tools that archive App Store reviews every day also show what disappeared:

These tools only see reviews that were public when they read the listing.

Luseri records your listing's rating and number of reviews every day, next to those of up to six competitors, and rebuilds your rating history from the dates of your reviews. Once a week it re-reads the reviews it keeps: one Shopify has removed leaves the list, and the curve drops on the day the removal was seen. It does not list which reviews were removed.

How to appeal a removed review

The official route is Shopify Support: send the URL of each shop whose review was removed, a detailed explanation of why each review should stand, and your evidence. Partner Governance, the team that handles these cases, replies only when the evidence shows a mistake, and Shopify gives no timeline. A staff member confirmed this route on the forum on September 10, 2026.

What developers report on Shopify's forum, July to October 2026:

• Screenshots of the merchant's payments for the app and of your email exchanges with them led to reinstatements.
• Answers come from ecosystem-governance@shopify.com to your business email address; reply in that same thread.
• Many reviews came back on September 3 without any notice, and others with a reinstatement email on September 21 and 22. Some appeals were still open in early October.

Shopify staff wrote on August 4, 2026 that flagged reviews are not permanently deleted and may be published again automatically once trust is established. To report a suspicious review on another app, or a fake 1-star review on yours, use Shopify's partner violation form; Shopify does not share the outcome.

Preventing it: ask within the rules

Asking the right way will not stop every false positive, but it keeps your app out of the incentivized group, which loses a significant portion of its reviews. Shopify's advice:

1. Call the Reviews API, shopify.reviews.request(), right after the merchant gets value from your app. Shopify shows its window at most once every 60 days and three times a year per merchant, never on mobile and never in the first 24 hours.
2. Use the same neutral words for every merchant, with no reward and nothing held back.
3. Outside the app, write only to merchants who agreed to your emails, and link to the review form by adding #modal-show=WriteReviewModal to your listing's address.
4. Reply to negative reviews instead of trying to bury them.

Also keep every review notification email Shopify sends you: it is the basis of any appeal. More on timing and wording in how to get reviews for your Shopify app.