Reviews disappear from your listing and Shopify never tells you. One day a 5 star review from a real customer is gone, your rating shifts, and there is no record it ever existed. Most developers never even notice it happened.
Four things Removed reviews unlocks
Every removed review, full text kept
The complete review as it was posted: stars, text, store name, country, and your reply. Removed from your listing does not mean lost.
The likely reason, on every review
Each removed review is labeled: the store closed, the store left, or no clear reason. You stop guessing what happened to your rating.
Reviews worth appealing
Reviews from active paying customers almost never get removed. When one does, we flag it and give you the facts to ask Shopify to bring it back.
Checked every day
Your listing is verified daily. New removals appear within a day, dated, labeled, and ready to act on.
The precise capabilities
Not a marketing summary, what the feature actually does, in the same depth a customer success conversation would cover.
How we know why a review was removed
- We analyze removed reviews across the whole App Store and the patterns they share.
- Each removed review is checked against those patterns, like the reviewing store closing, leaving Shopify, or its billing stopping.
- When a review matches a pattern, we show it as the likely reason, with the numbers behind it.
- When a removed review matches no known pattern, that is the signal: it probably should not have been removed. We flag it as worth appealing.
What you see in your dashboard

Your removed reviews next to your live ones: full original text, removal date, the likely reason, and a Worth appealing flag when a paying customer's review disappears.
Start free and see how many reviews you lostWhich plans include removed reviews
| Plan | What you get |
|---|---|
| Free | All your current reviews, plus how many removed reviews we have found for your app. |
| Starter | The full removed list with the reason for each review and Worth appealing flags. |
| Pro | Everything in Starter. |
Frequently asked
How do you know a review was removed?
We compare your public listing with what was there before, every day. When a review stops appearing, it is marked as removed with the date.
Do you keep the text of removed reviews?
Yes. Every review we have seen is kept in full, even after Shopify removes it from your listing.
What does Worth appealing mean?
The review came from a store that is still active and paying for your app. Reviews like that almost never get removed, so this one may be worth raising with Shopify support. We show you the facts to make the case.
Why do reviews get removed at all?
Most removals happen when the reviewing store closes or leaves Shopify. Some are platform cleanup. A small number have no clear reason, and those are the ones worth a closer look.