tacey
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Very crowded. Thirteen of the 16 post-purchase searches we tracked on the Shopify App Store returned at least 3,992 listings at the median, and one of them, "order status page", sat on our crawler's ceiling of 10,000. Only three searches came in under 1,000: "change quantity", "address validation" and "wrong address".
These counts come from our own daily crawl, and that crawl has been frozen since 13 October 2026. Everything below describes a window that runs from 9 or 10 September to 13 October 2026, not the App Store as it stands today. We counted the listings our crawler saw for each search, which is not the same thing as the number of apps that do the job.
If you are a merchant, the numbers show how much noise sits between you and the app you want. If you build apps, they show which search phrases are a crowd and which are a corner. Either way, the useful part is the shape of the data, so we start with how we got it.
How did we count the listings, and over what period?
We ran a daily crawl of Shopify App Store search for 16 phrases and recorded how many listings each search returned. For every phrase we took the median of its daily counts, across 31 to 35 daily readings between 9 September and 13 October 2026.
The crawler opens a search, walks the result pages and records how many listings it saw. That number is the count our crawler saw across the pages it walks. It is not Shopify's own count, and we never round it into one.
The figures come from a single read-only query over our crawl table, and it writes nothing. We re-run the same query whenever we update this post. For each phrase it gives the median, the smallest and largest daily count, the number of days crawled, and the first and last day.
We use medians for two reasons. On the first crawl day, 9 September, several searches were read only in part, so those days look far too small. A median ignores them. The daily counts also moved a little from one day to the next, so a middle value is a fairer summary than any single day.
Dates differ slightly by phrase. Nine of the 16 searches began on 9 September and the other seven on 10 September. The "post purchase upsell" search has its last reading on 12 October, which is why it has 31 days where others have up to 35.
One search needs a warning. "Order status page" returned the same round number, 10,000, on every day we read it. A count that never moves and sits on a round number looks like a ceiling rather than a total, so we report it as at least 10,000.
How many listings does each of the 16 searches return?
Between 354 and at least 10,000 at the median. Thirteen searches sit at 3,992 or above, three sit at 987 or below, and none lands in the gap between those two groups.
| Rank | Search phrase | Median listings our crawler saw | What the phrase is about |
|---|---|---|---|
| 1 | order status page | at least 10,000 (crawler ceiling) | The page itself |
| 2 | edit order after purchase | 8,952 | Editing an order |
| 3 | edit order | 6,996 | Editing an order |
| 4 | self serve order editing | 5,965 | Editing an order |
| 5 | merge order | 5,305 | Merging orders |
| 6 | order merge | 5,303 | Merging orders |
| 7 | post purchase upsell | 5,249 | Upsells |
| 8 | cancel order | 5,160 | Cancelling an order |
| 9 | merge orders | 4,914 | Merging orders |
| 10 | pre shipment reminder | 4,574 | Reminders |
| 11 | order editing | 4,409 | Editing an order |
| 12 | combine orders | 4,268 | Merging orders |
| 13 | edit address | 3,992 | Addresses |
| 14 | change quantity | 987 | Editing an order |
| 15 | address validation | 883 | Addresses |
| 16 | wrong address | 354 | Addresses |
Read the table from the top and the pattern is a long plateau followed by a cliff. The first 13 rows run from at least 10,000 down to 3,992. The next row, "change quantity", is 987. Nothing in our set landed in between.
The gap between the two ends is large. The ceiling search is at least 28 times the size of "wrong address". "Edit address" is more than 11 times the size of "wrong address", even though both are about the same kind of problem.
The three small searches share a trait: each names something specific. A quantity, a validation step and a wrong address are narrow. The crowded searches name a verb on an order, or the page itself. We did not test why the count drops so sharply, so treat that as our reading and not a finding.
The crowded group is also not one crowd. Editing, merging, cancelling, reminding and upselling are different jobs, yet each search for them returned thousands of listings. A merchant who types any of these phrases meets a list far longer than anyone will read.
Why does "order status page" reach the ceiling?
Our best explanation is that it names a place, not a job. At least 10,000 listings is the most any search in our set returned, and the page is something many order-related apps touch or mention.
The order status page is the page Shopify shows a customer after checkout, and the page its order emails point back to. An app that edits, tracks, upsells or reminds can plausibly mention it in its listing. We did not read the listings, so this is a hypothesis about why the number is so high.
Because the count sits on a round ceiling, the real number may be higher. We cannot say how much higher, and we will not guess. That is why every use of this figure in this article says at least 10,000, never exactly 10,000.
For a merchant, a search on the page name is the least useful starting point we measured. Each of the other 15 phrases returned fewer listings. Searching for the job, with a phrase like "edit address" or "address validation", gives a shorter list to read.
Does a longer search phrase return fewer listings?
Not in our data. In both pairs where one phrase contains the other, the longer phrase returned more listings, not fewer.
Adding "after purchase" to "edit order" moved the median from 6,996 to 8,952, an increase of 1,956 listings. Adding "self serve" to "order editing" moved it from 4,409 to 5,965, an increase of 1,556. In both cases the extra words widened the list.
Two other comparisons point the same way. "Merge order" and "order merge" use the same two words in a different order, and their medians sit 2 listings apart, 5,305 and 5,303. Making it plural, "merge orders", went the other direction and came in 391 listings lower, at 4,914.
We do not know how Shopify's search decides what to match, and we did not test it, so we offer no rule. We report what the counts did. The practical lesson is smaller and safer: a longer phrase is not a filter, and a merchant cannot assume that more words means a shorter list.
Do different ways of saying the same job return the same number of listings?
No, and the gap can be large. Four phrases for merging orders sit between 4,268 and 5,305 listings, while four for editing an order sit between 4,409 and 8,952.
The merge group is tight. "Merge order" is 5,305, "order merge" is 5,303, "merge orders" is 4,914 and "combine orders" is 4,268. The difference between the most and least crowded of the four is 1,037 listings.
The editing group is wide. "Order editing" is 4,409, "self serve order editing" is 5,965, "edit order" is 6,996 and "edit order after purchase" is 8,952. The spread there is 4,543 listings, more than four times the spread in the merge group.
Related jobs land in different places again. "Cancel order" is 5,160, inside the editing range, while "edit address" is 3,992 and "change quantity" is 987, both below it. Name a family of jobs in different words and you meet a different-sized list each time.
We did not compare which listings overlap between phrases, so we cannot say how many distinct apps sit behind these counts. Two phrases with similar totals may share most of their listings or almost none.
What should a merchant do with a crowded search?
Search for the job, not the page, and expect to judge a listing by what it says it does rather than by the size of the result list. A big number means a wide search, not a wide field of real rivals.
Start with the narrowest honest phrase for your problem. If the problem is bad addresses, the address phrases here return fewer listings than "edit order" does, at 6,996. If you need to change an order after it is placed, you will land in the thousands whichever words you pick, so plan to filter by reading.
Be precise about who acts. Shopify's own help page on editing orders describes the merchant-side flow: you can change an order after it is placed and before it is fulfilled. A search for "edit order" can mean that, or it can mean a customer changing their own order, and a listing should say which.
Disclosure: we build Tacey, which is why we crawl these searches. Tacey works on the thank-you page and the order status page. Customers can edit their own order while the edit window is open, addresses are checked as the order lands, pre-ship reminders bring customers back, and one post-purchase upsell appears on the same pages. Merchants merge two paid orders from Tacey's admin; shoppers do not merge their own.
What do these numbers not tell us?
They do not tell us how many apps compete, which apps are good, or what the App Store looks like today. They count the listings a crawler saw for 16 phrases in one window.
First, the count is ours. It is the number of listings our crawler saw across the pages it walks, not Shopify's count of results. One search hit a ceiling, so for that search we can only say at least 10,000.
Second, a listing in a search is not a rival. We did not sort the listings by what they do, so we cannot say how many of the thousands for "edit order" actually let someone edit an order. We also did not measure installs, reviews or where any single app ranks.
Third, the window is closed. The crawl has been frozen since 13 October 2026, the counts moved within the window, and a later reading could be higher or lower. These are numbers about a period, not a standing fact.
Fourth, we picked the 16 phrases. They are the searches we think matter to post-purchase work, and they are not a sample of everything merchants type. A phrase being crowded also says nothing about how many people search for it, because we do not have search volumes.
Frequently asked questions
Which post-purchase search on the Shopify App Store is the most crowded?
"Order status page" returned at least 10,000 listings at the median, the most of the 16 we tracked. Among phrases that name a job, "edit order after purchase" was highest at a median of 8,952 listings.
How many listings does a search for "order merge" return?
Our crawler saw a median of 5,303 listings for "order merge" between 9 September and 13 October 2026. The neighbouring phrases were close: "merge order" at 5,305, "merge orders" at 4,914 and "combine orders" at 4,268.
Is 10,000 the real number of listings for "order status page"?
No. It is the highest count our crawler recorded, and it never changed during the window, so we treat it as a ceiling. The honest statement is that the search returns at least 10,000 listings, with the true figure unknown.
Do these counts mean thousands of apps compete for the same merchants?
No. The counts are listings a search returned, not apps that do the job. We did not classify the listings, so a search can return thousands while only a small share of them do what the phrase describes.
Why does this article use medians?
The first crawl day read several searches only in part, which makes those days look tiny, and daily counts moved a little over the window. A median is the middle daily value, so it is not pulled by either problem.
Are these numbers current?
No. Our crawl has been frozen since 13 October 2026, and the figures cover 9 or 10 September to that date. Treat them as a record of that window, and expect a fresh crawl to give different counts.
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