The State of Shopify Apps in 2026: What 28,000 Apps and 940,000 Reviews Reveal

Our dataset covers the 28,144 apps listed on the Shopify App Store as of 9 October 2026 and the 940,221 public reviews collected from them, along with their prices, categories and recorded launch dates. This report looks at what that data says about competition, pricing and merchant frustration, and where it suggests room for new apps. Figures come from public listings unless labelled otherwise; the methodology is at the end.

58% of Shopify apps have no reviews

16,233 of the 28,144 listed apps have not received a single review. That sounds like a graveyard. It mostly isn't.

Zero reviews does not mean zero customers. Merchants review rarely and late. Among apps launched in 2024 that have since been reviewed, the median wait for the first review was 104 days, and a quarter waited more than nine months. Nearly two-thirds of zero-review apps were launched in 2026, so many are simply too new.

Review counts and price are also separate signals. Finaloop charges from $245/month and has 73 reviews; Socioh charges from $1,110/month and has 67. A high list price doesn't establish how many customers an app has or how much it earns. It is a reminder that review counts measure visibility, not business size.

Visibility is heavily concentrated:

The top 1% of apps (about 280) hold 62% of all reviews; the top 10% hold 95%. The 170 apps with 1,000+ reviews account for roughly half.

Ratings are not a strong differentiator. 60% of apps with at least ten reviews average 4.8 stars or higher, and 93% of reviews written in 2026 are five stars. A 4.7 is not a red flag in this market; a pattern of specific complaints is.

A launch surge in 2026

Our data covers apps that are still listed, so the figures below are recorded launch dates of surviving apps. Apps that have been removed aren't counted, which undercounts earlier years.

With that caveat, 47% of listed apps (13,133) have a recorded launch date in 2026, and the year isn't over. Monthly launches averaged about 260 from January to April 2025 and about 620 from January to April 2026, then about 2,080 from May to August 2026. September added another 1,883.

The evidence is consistent with a genuine increase, although it can't rule out every data artefact:

• Our count of apps listed by the end of April 2026 (about 17,500) is close to an independent tracker's April figure of 17,600+.
• No app in the surge has a review dated before its recorded launch date.
• The increase is broad. Every month since May, between 1,385 and 2,467 different developers launched apps, and in our September snapshot 5,205 developers had published their first app between May and August.
• The timing follows a Shopify change to app submission on 20 April 2026, which added an AI self-review tool and automated pre-submission checks to help apps "get reviewed and published faster" (Shopify changelog). We can't tell from our data whether that change caused the increase.

For a new developer, the practical implication is more competition for attention. Of the apps launched in 2024, only 6.4% have reached 50 reviews, and the median 2024 app has one.

Competition: crowded is not the same as contested

Raw app counts are a poor measure of competition. Analytics has the most apps (1,582), but only 23 of them have 200+ reviews, and 52% launched this year. Product reviews has a third as many apps, but its three largest hold 65% of the category's reviews.

"Apps with 200+ reviews" is our proxy for established competitors. Apps can sit in two categories, so totals overlap.

Review volume across the store grew 60% in the last twelve months (298,210 reviews, against 186,033 in the twelve months before). Some categories grew much faster: Legal (5.6×), Returns and exchanges (3.7×), Fraud (3.2×), Product bundles (2.3×) and Subscriptions (2.2×). Pop-ups were the only large category where review volume fell (0.76×).

Pricing: $9.99 is the market's default

Among the 20,022 apps with a paid plan, the cheapest paid plan has a median of $9.99/month. The middle half sits between $5.99 and $24.90, and only one in ten starts above $49. Apps with 50+ reviews charge almost the same (median $11).

About 60% of apps with 50+ reviews combine a free plan with paid plans. That doesn't prove freemium works better, but a paid-only app is entering a market where a free tier is common.

What merchants actually complain about

We read a random sample of 120 one- and two-star reviews from the last two years and coded each by hand. A review can raise more than one issue.

The sample is small, so treat these percentages as indicative rather than precise. In this sample, apps failing and support not responding were far more common reasons for a negative review than price level, which appeared in 8%. One in seven sampled reviews was not in English.

Keyword matching across all 12,678 negative reviews from the same period shows where complaints cluster:

• Billing complaints are far above average in Fraud and chargeback apps, Print on demand, Affiliate programs and Dropshipping, where the business model (success fees, supplier charges, commitments) draws as much criticism as the software.
• Sync and data-accuracy complaints concentrate in Inventory sync, Accounting and store-data importers: duplicate entries, wrong stock, orders that never arrive.

Shopify's own apps received 7.2% of all reviews in the last two years but 12.7% of the one- and two-star ones.

Feature requests in merchants' own words

AI summaries of reviews often suggest "better reporting". Merchants rarely ask for it. In 9,479 reviews containing an explicit wish ("I wish…", "would love…", "please add…"):

• More control over design and behaviour: about 18% (a broad bucket).
• A specific integration: about 11%, most often shipping carriers (UPS, FedEx, USPS, DHL), then subscription apps, Meta/Facebook, Amazon, Instagram, Etsy and Klaviyo.
• Reporting and analytics: about 5%.

Two-thirds of those wishes come from five-star reviews, from customers who are happy but want more.

Where the openings are

We looked for categories that combine evidence of demand (recent review volume and growth), unusual dissatisfaction and specific, repeated requests. These are starting points for research, not guarantees.

1. Gaps merchants report in Shopify Bundles

Shopify Bundles has 569 reviews and a 2.9-star average, and has averaged around 2.2 in 2025–26. Reviewers report a three-product, 100-variant limit, no POS or other-channel support, and no discounts on bundles. These are merchants' reports; we haven't verified them against Shopify's current documentation. Third-party apps in Product bundles average 4.8, and the category's review volume grew 2.3× in a year. Discount logic is the most repeated request across bundle apps (stacking codes on bundle discounts, mixed-product quantity breaks), appearing in the review summaries of 31 of the 105 bundle apps with 20+ written reviews. Some of it may run into Shopify's own discount rules, so check feasibility first.

2. Search and filtering for large catalogs

Shopify Search & Discovery averages 2.6 stars on 509 reviews, and 2.2 in 2026. 103 of its written reviews mention filters; 53 of those are one- or two-star, so not every mention is a complaint. The negative ones describe problems with large catalogs and the loss of SKU search. Across the Search and filter category, 6.7% of recent reviews are one or two stars, more than double the store-wide 2.9%. The caution: half the category's apps launched in 2026, and its review volume grew more slowly than the store average.

3. Sync you can trust: accounting and inventory

In Accounting and Inventory sync, data-accuracy problems feature in 26–30% of recent negative reviews, against about 8% store-wide. QuickBooks Online, listed under Intuit as developer, has a 4.6-star average from 3,331 reviews. It received no one- or two-star reviews from January to November 2025. In August and September 2026 (to 22 September), 25 of its 89 reviews were one or two stars, several describing sync problems after an update; a smaller cluster in early 2026 subsided within months. Merchants judge sync tools harshly when data goes wrong, even well-rated ones, which suggests reliability is a meaningful differentiator here.

A caution: low competition can mean low demand. The 3D/AR category has 348 apps, none with 200 reviews and 1,057 reviews in total, yet 64% of its apps launched this year. Few established competitors only matters when merchants are visibly asking for something.

Case study: the EU withdrawal-button gold rush

Directive (EU) 2023/2673 adds a new rule to EU consumer law: for distance contracts concluded through an online interface, traders must let consumers withdraw using a withdrawal function labelled "withdraw from contract here" or an unambiguous equivalent. Member States apply it from 19 June 2026 (Official Journal text). Many Shopify developers built for it.

Since October 2025, 102 withdrawal-button apps have launched, and more are still arriving. Review activity peaked around the deadline, with more than 2,800 reviews in June 2026 alone. One of the earliest, EU Withdrawal Button & Form, launched on 9 January 2026 and has 2,315 reviews, 63% of the group's total. Six in ten apps arrived after the deadline, and together they have 57 reviews.

In this case, review activity peaked around the deadline and an early app collected most of the reviews. One example doesn't show that being first always wins, and later apps may still find customers, but so far they have received very few reviews.

Methodology and limitations

Data. Public listings and reviews for apps listed on the Shopify App Store as of 9 October 2026: 28,144 apps and 940,221 reviews, 793,323 with text. Headline counts use this data. The detailed analyses (category tables, complaint coding, feature requests, time to first review, category growth) use a snapshot from 22 September 2026 (26,901 apps, 917,158 reviews). Ratings, review counts, review text, prices, categories and launch dates are public data as shown on the App Store.

Our analysis. Complaint shares come from a hand-coded random sample of 120 one- and two-star reviews (September 2024 – September 2026) and keyword matching across all 12,678 negative reviews in that period; keyword matching is rough and English-biased, so we use it only to compare categories. Feature-request topics come from 9,479 reviews with explicit wish phrases. AI review summaries (11,825 apps) helped find patterns, which we then checked against the raw reviews.

Modelled estimates. App Market Gap also publishes estimated installs and lifetime revenue, modelled from review counts, ratings and pricing (how we estimate). They are estimates, not reported figures, and no finding in this report depends on them.

Limitations.

• Reviews are a lagging, positively skewed signal: most merchants never leave one.
• 7% of reviews have no parseable date and are excluded from time-based figures.
• Developers choose their own categories, and a third of apps list two.
• Removed apps are not counted, so launch figures for earlier years are undercounted.
• "Apps with 200+ reviews" is a proxy for established competitors, not market share.