# Shopify App Spending: What 120K Stores Pay [Data]

> We analyzed 120,017 Shopify stores to reveal what they actually spend on apps. Breakdown by traffic tier, niche, and category.

Published: 2026-03-20
Author: StoreInspect Team
Tags: shopify, apps, data-study, agency
Canonical HTML: https://storeinspect.com/blog/shopify-app-spending

![Shopify app spending data study](/images/blog/shopify-app-spending.webp)

## TL;DR: Key Findings

- **The average Shopify store runs 1.8 apps** and spends an estimated **$42/month** on app subscriptions. But that number is misleading.
- **51% of stores have 0 or 1 app** and spend close to nothing. The other 49% spend $25 to $1,000+ per month.
- **Stores with 3-5 apps** (24% of all stores) spend roughly **$100-$200/month**. Stores with 6-10 apps (2.7%) spend **$300-$600+**.
- **Support apps are the most expensive category** per store. [Gorgias](/apps/gorgias-chat) alone starts at $300/month for most active stores.
- **Email marketing drives the most total ecosystem spend** because of sheer adoption volume. [Klaviyo](/apps/klaviyo) accounts for an estimated $1M+/month across our dataset.
- **59% of stores have no email marketing app. 79% have no reviews app.** These gaps represent billions in unrealized app revenue and thousands of prospecting opportunities for agencies.
- **Beauty and health stores spend the most on apps** per store ($75-$90/month avg), while hobby and electronics stores spend the least ($35-$45/month).

*Some links in this article are affiliate links. We may earn a commission if you purchase through them, at no extra cost to you. We only recommend tools we've actually tested.*

---

## Why Every Existing "Shopify App Cost" Article Is Wrong

Search "how much do Shopify stores spend on apps" and you'll find the same recycled stat everywhere: **"the average merchant spends $120/month on apps."** Nobody cites a source. Nobody shows their methodology. Nobody breaks it down by store size.

That number likely comes from active, invested merchants who respond to surveys. It ignores the 51% of stores running zero or one app. It ignores the long tail of stores paying $0.

We decided to find out what stores *actually* pay. We scanned 120,017 live Shopify stores, detected every app they run, and mapped each app to its public pricing. The result is the first data-backed breakdown of Shopify app spending by store size, niche, and category.

## How We Collected This Data

We analyzed **120,017 active Shopify stores** using StoreInspect's automated detection system. For each store, we identified installed apps through JavaScript signatures, script URLs, and DOM patterns.

**What we can measure:**
- Which specific apps each store runs (e.g., [Klaviyo](/apps/klaviyo), [Judge.me](/apps/judge-me), [Rebuy](/apps/rebuy))
- How many apps per store, by traffic tier and niche
- App category gaps (which stores are missing email, reviews, support, etc.)

**How we estimated spending:**
We mapped each detected app to its publicly listed starting price on the Shopify App Store. For apps with usage-based pricing (like Klaviyo's contact-based tiers), we used the entry-level paid plan as the floor estimate. Real spending is likely **1.5-3x higher** than our estimates because:

1. Most email apps charge based on contact list size. A store with 10,000 contacts pays $150+/month for Klaviyo, not $20.
2. Support apps like Gorgias scale with ticket volume. Active stores pay $300-$750/month.
3. Enterprise apps like [Attentive](/apps/attentive), [Dynamic Yield](/apps/dynamic-yield), and Nosto don't publish pricing. We used conservative estimates.

**Limitations:** We can only detect apps that leave client-side signatures. Backend-only apps, custom integrations, and apps that don't inject scripts are invisible to our scanner. Our spending estimates are floors, not ceilings.

**Traffic tiers** are based on estimated monthly visits derived from Shopify CDN patterns, social signals, and domain authority indicators. We also detect [pixels](/blog/how-to-detect-what-pixels-a-shopify-store-is-using) like [Meta Pixel](/pixels/meta), [Google Analytics 4](/pixels/google-analytics), and [TikTok Pixel](/pixels/tiktok) alongside app data.

## How Many Apps Does the Average Store Actually Use?

The short answer: **1.8 apps**. But the distribution tells a more interesting story.

| App Count | Stores | % of Total | Avg Lead Score |
|-----------|--------|-----------|----------------|
| 0 apps | 22,916 | 19.1% | 42 |
| 1 app | 38,380 | 32.0% | 60 |
| 2 apps | 26,611 | 22.2% | 76 |
| 3-5 apps | 28,807 | 24.0% | 89 |
| 6-10 apps | 3,288 | 2.7% | 99 |
| 11+ apps | 15 | 0.0% | 100 |

**Half of all Shopify stores run zero or one app.** The single-app stores almost always have just [Shop Pay](/apps/shop-pay) (free, built into Shopify). These stores spend effectively nothing on third-party tools.

The "serious" stores, those with 3+ apps, represent just **26.7%** of all stores. These are the ones driving the "$120/month average" stat you see everywhere. If you only survey stores that actually invest in apps, the average looks high. Include the 51% paying nothing, and the real average drops to around $42/month.

For agencies and B2B sellers: this distribution is your targeting guide. The 26.7% with 3+ apps have budget and willingness to invest. The 51% with 0-1 apps either need education or aren't your target at all. For details on when app count becomes a problem (and when it doesn't), see our [app bloat study](/blog/shopify-app-bloat).

### App Count Scales With Traffic

| Traffic Tier | Stores | Avg Apps | Avg Pixels | Avg Lead Score |
|-------------|--------|----------|------------|----------------|
| Under 50K | 52,281 | 1.5 | 3.4 | 55 |
| 50K-200K | 12,223 | 2.2 | 5.3 | 71 |
| 200K-1M | 53,658 | 2.0 | 5.6 | 81 |
| 1M-5M | 936 | 2.9 | 5.6 | 82 |
| 5M-20M | 863 | 2.8 | 5.4 | 81 |

Stores in the **1M-5M traffic tier average 2.9 apps**, nearly double the under-50K tier at 1.5 apps. The correlation makes sense: higher-traffic stores generate more revenue, justify more tooling, and have more complex operations requiring specialized apps.

The jump from under-50K (1.5 apps) to 50K-200K (2.2 apps) represents the "growth inflection point" where stores start investing in their stack. You can explore these stores by traffic tier in the [StoreInspect dashboard](/).

## What Does a Typical App Stack Cost?

Here's what the most popular apps cost at their entry-level paid plans:

### Email & SMS Marketing

| App | Starting Price | Stores Using It | Adoption Rate |
|-----|---------------|-----------------|---------------|
| [Klaviyo](https://www.klaviyo.com) | $20/mo (250 contacts) | 24,000 | 20.0% |
| [Mailchimp](https://mailchimp.com) | $13/mo | 14,799 | 12.3% |
| [Omnisend](https://your.omnisend.com/QYyJKY) | $39/mo | 3,571 | 3.0% |
| [Privy](/apps/privy) | $30/mo | 4,473 | 3.7% |
| [Postscript SMS](/apps/postscript-sms) | $100/mo | 1,553 | 1.3% |
| [Attentive](/apps/attentive) | $300+/mo | 1,236 | 1.0% |

**Real-world cost:** Klaviyo's $20/month is for 250 contacts. Most active stores have 5,000-50,000 contacts and pay $75-$500/month. A store doing $500K/year in revenue typically pays $150-$250/month for Klaviyo alone.

### Reviews & Ratings

| App | Starting Price | Stores | Adoption |
|-----|---------------|--------|----------|
| [Judge.me](/apps/judge-me) | $15/mo | 6,455 | 5.4% |
| [Yotpo Reviews](https://yotpo.sjv.io/Jkzyee) | $19/mo | 3,757 | 3.1% |
| [Loox](https://loox.io/app/storeinspect) | $10/mo | 2,566 | 2.1% |
| [Stamped.io](https://get.stamped.io/5s8w49vvg3kz) | $23/mo | 1,453 | 1.2% |
| [Fera Reviews](https://www.fera.ai?r=storeinspect) | $9/mo | ~663 | 0.6% |
| [Okendo](/apps/okendo) | $99/mo | ~350 | 0.3% |

**The value gap:** Products with reviews convert up to 270% better than products without them. Yet **79% of stores in our database have no review app at all.** At $9-$15/month for [Fera](https://www.fera.ai?r=storeinspect) or Judge.me, this is arguably the highest-ROI app category.

### Customer Support

| App | Starting Price | Stores | Adoption |
|-----|---------------|--------|----------|
| [Gorgias](https://partner.gorgias.com/x8uxyjtuzct8-c509r) | $300/mo | 2,642 | 2.2% |
| [Tidio](https://affiliate.tidio.com/yqqraxuu6y6n) | $29/mo | 1,878 | 1.6% |
| [Zendesk](/apps/zendesk) | $29/mo | ~500 | 0.4% |
| [Intercom](/apps/intercom) | $39/mo | ~300 | 0.3% |

**Most expensive per store:** Support apps have the highest per-store cost of any category. Gorgias, the market leader for Shopify, starts at $300/month for its Pro plan (the most common tier for active stores). Stores with high ticket volumes can pay $750+/month.

### Upsell & Cross-Sell

| App | Starting Price | Stores | Adoption |
|-----|---------------|--------|----------|
| [Rebuy](https://rebuyengine.com/?ref=2144) | $99/mo | 1,745 | 1.5% |
| [Zipify OCU](/apps/zipify-ocu) | $35/mo | ~200 | 0.2% |
| [ReConvert](/apps/reconvert) | $10/mo | ~300 | 0.3% |

**High cost, high ROI:** [Rebuy](/apps/rebuy) at $99/month is expensive, but stores using it report immediate lifts in average order value. At 1.5% adoption, upsell apps remain one of the most underused categories.

### Analytics & Attribution

| App | Starting Price | Stores | Adoption |
|-----|---------------|--------|----------|
| [Elevar](/apps/elevar) | $150/mo | ~840 | 0.7% |
| [Triple Whale](/apps/triple-whale) | $129/mo | ~400 | 0.3% |
| [Littledata](/apps/littledata) | $99/mo | ~240 | 0.2% |
| [Northbeam](/apps/northbeam) | $200/mo | ~216 | 0.2% |

**Enterprise pricing territory:** Analytics apps are the second most expensive category per store, averaging $130-$200/month. Only 2-3% of stores use any dedicated analytics tool beyond Google Analytics. Adoption jumps to 11% in the 1M-5M traffic tier.

## Estimated Monthly Spending by Traffic Tier

By mapping detected apps to their starting prices, we can estimate what each tier spends:

| Traffic Tier | Stores | Avg Apps | Est. Avg Spend/mo | Est. Spend Range (P25-P75) |
|-------------|--------|----------|--------------------|---------------------------|
| Under 50K | 52,281 | 1.5 | ~$25 | $0-$45 |
| 50K-200K | 12,223 | 2.2 | ~$55 | $15-$85 |
| 200K-1M | 53,658 | 2.0 | ~$50 | $0-$75 |
| 1M-5M | 936 | 2.9 | ~$120 | $40-$200 |
| 5M-20M | 863 | 2.8 | ~$110 | $35-$190 |

**Important caveats:** These are **floor estimates** based on entry-level pricing. Real spending at the 1M-5M tier is likely $250-$500/month because those stores use premium plans (Klaviyo at scale, Gorgias Pro, Rebuy). Reddit merchants in this revenue range consistently report [$400-$850/month in app spending](https://www.reddit.com/r/shopify/).

The 200K-1M tier shows slightly lower average apps (2.0) than the 50K-200K tier (2.2). This likely reflects our dataset composition rather than a real trend. Both tiers show similar category adoption patterns.

### What "Full Stack" Stores Actually Pay

The 2.7% of stores running 6-10 apps have a typical stack that looks something like this:

| Category | App | Monthly Cost |
|----------|-----|-------------|
| Email & SMS | [Klaviyo](/apps/klaviyo) | $150-$500 |
| Reviews | [Yotpo](https://yotpo.sjv.io/Jkzyee) or [Judge.me](/apps/judge-me) | $19-$99 |
| Support | [Gorgias](https://partner.gorgias.com/x8uxyjtuzct8-c509r) | $300-$750 |
| Upsell | [Rebuy](https://rebuyengine.com/?ref=2144) | $99-$299 |
| Analytics | [Elevar](/apps/elevar) or [Triple Whale](/apps/triple-whale) | $129-$200 |
| Loyalty | [Smile.io](/apps/smile.io-loyalty) or [Yotpo Loyalty](/apps/yotpo-loyalty) | $49-$199 |
| Subscriptions | [Recharge](/apps/recharge-subscriptions) | $99-$299 |
| SMS | [Postscript](/apps/postscript-sms) or [Attentive](/apps/attentive) | $100-$300 |
| **Total** | | **$945-$2,646/mo** |

This lines up with what high-volume merchants report on Reddit. One store owner running Gorgias, Klaviyo, Loox, and a few other tools [reported spending $850/month](https://www.reddit.com/r/shopify/) on apps alone. Another doing $10K/day in ad spend reported $450+/month just for Gorgias.

Only **0.1% of stores** run the complete stack of Email + Reviews + Support + Upsell + Analytics. That's 107 stores out of 120,017. The "full CRO stack" is vanishingly rare.

## Which App Categories Drive the Most Spend?

Sorting by total ecosystem spend (adoption rate x cost) reveals which categories drive the most revenue for app developers:

| Category | Est. Ecosystem Spend/mo | Why |
|----------|------------------------|-----|
| Email & SMS | $2.1M+ | High adoption (41%) x moderate pricing ($20-$300) |
| Customer Support | $1.0M+ | Low adoption (7%) x very high pricing ($29-$750) |
| Loyalty | $400K+ | Moderate adoption (8%) x moderate pricing ($49-$199) |
| Analytics | $200K+ | Low adoption (3%) x high pricing ($99-$200) |
| Upsell | $190K+ | Low adoption (3.5%) x moderate pricing ($35-$99) |
| Reviews | $170K+ | Moderate adoption (22%) x low pricing ($10-$99) |
| Subscriptions | $130K+ | Low adoption (2%) x high pricing ($50-$299) |
| Mobile | $50K+ | Very low adoption (0.3%) x high pricing ($200) |

**The insight for app developers:** Support and analytics are high-revenue-per-install categories. You don't need massive adoption to build a significant business. Gorgias has just 2.2% adoption but likely captures more ecosystem revenue than Judge.me at 5.4% adoption.

**The insight for agencies:** If you sell support or analytics implementation services, your per-client value is high because the tools themselves are expensive. A store adopting [Gorgias](https://partner.gorgias.com/x8uxyjtuzct8-c509r) commits to $300+/month in ongoing spend, signaling budget and growth investment.

## App Spending by Store Niche

Beauty and health stores invest the most per store in their app stack:

| Niche | Stores | Avg Apps | Est. Avg Spend |
|-------|--------|----------|---------------|
| [Beauty](/top-shopify-stores/beauty) | 9,363 | 2.4 | ~$75 |
| [Health & Wellness](/top-shopify-stores/health) | 5,959 | 2.1 | ~$65 |
| [Baby & Kids](/top-shopify-stores/baby) | 2,573 | 2.2 | ~$60 |
| [Food & Beverage](/top-shopify-stores/food) | 12,156 | 1.9 | ~$50 |
| [Fashion](/top-shopify-stores/fashion) | 30,002 | 1.9 | ~$48 |
| [Outdoor & Adventure](/top-shopify-stores/outdoor) | 3,618 | 1.9 | ~$48 |
| [Sports & Fitness](/top-shopify-stores/sports) | 5,129 | 1.9 | ~$48 |
| [Jewelry](/top-shopify-stores/jewelry) | 8,816 | 1.8 | ~$45 |
| [Home & Garden](/top-shopify-stores/home) | 15,845 | 1.7 | ~$42 |
| [Pets](/top-shopify-stores/pets) | 1,896 | 1.9 | ~$48 |
| [Electronics](/top-shopify-stores/electronics) | 3,977 | 1.6 | ~$38 |
| [Automotive](/top-shopify-stores/automotive) | 2,341 | 1.6 | ~$36 |
| [Hobby](/top-shopify-stores/hobby) | 7,681 | 1.5 | ~$32 |

**Why beauty leads:** Beauty stores have the highest [Klaviyo](/apps/klaviyo) adoption (38%), the highest review app adoption (26%), and strong loyalty program usage. The subscription model (replenishable products like skincare) also drives Recharge adoption.

**Why electronics lags:** Electronics stores tend to have lower repeat purchase rates, making loyalty and subscription apps less relevant. They rely more on [Google Analytics](/pixels/google-analytics) and paid ads than app-driven CRO.

For a deeper breakdown of app patterns by niche, see our [fashion store apps](/blog/best-shopify-apps-for-fashion-stores) and [beauty store apps](/blog/best-shopify-apps-for-beauty-stores) studies.

## Shopify Plus Stores Spend 3x More on Apps

| Plan | Stores | Avg Apps | Avg Pixels | Est. Avg Spend/mo |
|------|--------|----------|------------|-------------------|
| Shopify Plus | 85,013 | 2.2 | 5.9 | ~$65 |
| Standard Shopify | 35,004 | 0.8 | 1.7 | ~$15 |

**Shopify Plus stores run 2.75x more apps** than Standard stores and likely spend 3-4x more on app subscriptions. They also use more advanced (and expensive) tools: Plus stores have 3x the [Gorgias](https://partner.gorgias.com/x8uxyjtuzct8-c509r) adoption rate and 4x the [Rebuy](https://rebuyengine.com/?ref=2144) adoption rate compared to Standard plans.

For more on identifying and targeting Plus stores, see our [Shopify Plus detection guide](/blog/how-to-identify-shopify-plus-stores). Our [B2B opportunity map](/blog/shopify-b2b-opportunity-map) breaks down exactly where the biggest tech gaps are across all 73,510 Plus stores, by category and service type.

## Where Stores Underinvest: The Massive Gaps

This is where spending data becomes a **prospecting signal**. The categories with the lowest adoption represent the biggest opportunities for agencies, app developers, and SaaS sellers:

| Category | % of Stores Missing It | Estimated Stores | Opportunity Value |
|----------|----------------------|-----------------|-------------------|
| Upsell apps | 96.5% | 115,800+ | $35-$99/mo per store |
| Analytics apps | 97.0% | 116,400+ | $99-$200/mo per store |
| Support apps | 93.0% | 111,600+ | $29-$750/mo per store |
| Loyalty apps | 91.0% | 109,200+ | $49-$199/mo per store |
| Review apps | 79.4% | 95,400+ | $10-$99/mo per store |
| Email apps | 59.0% | 70,800+ | $20-$300/mo per store |

**The prospecting math:** If you're an agency that sets up Klaviyo for Shopify stores, there are 70,800+ stores in our 120K dataset alone with no email marketing app. Even if only 5% of those stores are qualified (have traffic, have contacts, have budget), that's 3,500+ potential clients.

You can filter stores by these exact gaps in the [StoreInspect dashboard](/). Search for stores missing specific apps, filter by traffic tier and niche, and export founder contacts for outreach.

For a deeper framework on using tech stack gaps as buying signals, see our [Shopify buying signals guide](/blog/shopify-buying-signals) and [ICP framework](/blog/shopify-store-icp-framework).

### The "Theme Correlation" Effect

Stores on paid themes spend more on apps than stores on free themes:

| Theme Type | Stores | Email Adoption | Review Adoption | Support Adoption |
|-----------|--------|---------------|-----------------|-----------------|
| Paid themes | 43,935 | 55.3% | 29.6% | 8.6% |
| Custom themes | 30,037 | 35.4% | 19.7% | 7.6% |
| Free themes | 46,043 | 30.4% | 16.0% | 3.6% |

Stores that invested in a paid theme (like [Prestige](/themes/prestige), [Impulse](/themes/impulse), or [Symmetry](/themes/symmetry)) are nearly twice as likely to use email marketing and review apps compared to stores on free themes like [Dawn](/themes/dawn). A paid theme signals willingness to invest in the business, which makes these stores better prospects for agencies pitching app stack optimization.

For our full theme analysis, see [Most Popular Shopify Themes](/blog/most-popular-shopify-themes).

## How to Audit Your App Spending

If you're a store owner reading this, here's how to evaluate whether your app spending makes sense:

### Step 1: Calculate Your App-to-Revenue Ratio

A healthy ratio is **1-3% of monthly revenue** spent on apps. If you're doing $50K/month in revenue, $500-$1,500/month on apps is reasonable. If you're spending $800/month on apps but only doing $10K in revenue, something needs to change.

### Step 2: Check for Overlapping Apps

Common overlaps we see in our data:
- **Klaviyo + Mailchimp together** (2,502 stores do this). Pick one.
- **Multiple review apps** running simultaneously. Usually a migration leftover.
- **Shop Pay + Afterpay + Klarna** all installed. The BNPL providers are free, but too many checkout options can hurt conversion.

### Step 3: Audit by ROI Category

Rank your apps by expected ROI:

1. **Keep first:** Email marketing (highest ROI channel), reviews (proven conversion lift)
2. **Evaluate:** Support tools (necessary above a certain ticket volume), analytics (valuable but expensive)
3. **Cut if ROI is unclear:** Loyalty apps on low-repeat-purchase stores, social proof popups, page builders you installed once and forgot about

### Step 4: Check What Shopify Now Includes Free

Shopify has been building features that previously required paid apps: basic email marketing ([Shopify Email](https://apps.shopify.com/shopify-email)), basic analytics, Shop Pay checkout optimization, and product reviews (via Shopify Product Reviews). Before paying for a third-party app, check if Shopify's native version covers your needs.

For a complete audit methodology, see our [Shopify store audit checklist](/blog/how-to-audit-a-shopify-store).

## FAQ

### How much does the average Shopify store spend on apps per month?

Based on our analysis of 120,017 stores, the average is roughly **$42/month** when you include all stores (including the 51% with zero or one app). For stores actively using 3+ paid apps, the average is closer to **$100-$200/month**. The widely cited "$120/month" figure likely reflects only engaged merchants.

### How many apps does the average Shopify store have?

**1.8 apps** on average across 120,017 stores. The median is 1 (meaning more than half of stores have just zero or one app). High-traffic stores (1M+ visits/month) average 2.9 apps.

### What is the most expensive Shopify app category?

**Customer support** has the highest per-store cost, with [Gorgias](/apps/gorgias-chat) starting at $300/month for its Pro plan. **Analytics and attribution** tools are the second most expensive, averaging $130-$200/month. Both categories have low adoption rates precisely because of these price points.

### Which Shopify apps have the best ROI?

Based on adoption patterns across high-traffic stores, **email marketing** (specifically [Klaviyo](/apps/klaviyo)) and **review apps** ([Judge.me](/apps/judge-me), [Yotpo](/apps/yotpo-reviews)) offer the most proven ROI. Klaviyo claims an average 1500% ROI, and products with reviews convert up to 270% better. Both categories are relatively affordable ($15-$45/month at entry level).

### Do Shopify apps slow down your store?

Yes. Independent testing by Speed Boostr found that 6 installed apps increased page load time from 2.2 seconds to 7.3 seconds (a 231% increase) and dropped PageSpeed scores from 88 to 36. Each app adds roughly 124ms to interaction delay. The cost of slow loading goes beyond app subscriptions: 53% of mobile visitors abandon sites that take more than 3 seconds to load.

### How often should I audit my Shopify apps?

**Quarterly.** App needs change as your store grows, and Shopify regularly adds native features that can replace paid apps. During each audit, check for overlapping tools, apps you installed but never configured, and apps whose free plans now cover your needs.

### Can you run a successful Shopify store without paid apps?

Yes, but with limitations. Shopify's built-in tools cover basic email, analytics, and checkout optimization. Our data shows that stores with 0 apps have an average lead fit score of 42 (out of 100), while stores with 3-5 apps score 89. More apps correlate with more sophisticated, higher-performing operations, but correlation isn't causation.

### What percentage of Shopify apps are free?

About **47% of Shopify apps offer free plans or free trials.** However, most apps with free tiers have significant limitations (contact caps, feature gates, branding requirements). In our data, the most adopted "free" apps are [Shop Pay](/apps/shop-pay) (57.9% of stores), [Afterpay](/apps/afterpay) (2.6%), and [Klarna](/apps/klarna) (1.0%), all of which are payment providers that make money through transaction fees rather than subscriptions.

### How much do Shopify Plus stores spend on apps compared to Standard stores?

**Shopify Plus stores run 2.75x more apps** (2.2 vs 0.8) and spend an estimated 3-4x more on subscriptions. Plus stores have significantly higher adoption of premium tools like [Gorgias](/apps/gorgias-chat), [Rebuy](https://rebuyengine.com/?ref=2144), and [Elevar](/apps/elevar). Combined with their $2,000+/month Shopify plan cost, Plus merchants typically invest $2,500-$5,000+/month in total platform costs.

### What apps do high-traffic Shopify stores use that smaller stores don't?

The biggest adoption gaps between high-traffic (1M+) and low-traffic (under 50K) stores are in **analytics** (11% vs 0.9%), **support** (20% vs 4.3%), and **loyalty** (14% vs 5.5%). High-traffic stores are 12x more likely to use a dedicated analytics tool and 5x more likely to use a support platform. For the full breakdown, see our [tech stack by growth stage](/blog/shopify-tech-stack-by-growth-stage) analysis.

### How can agencies use app spending data for prospecting?

App spending gaps are buying signals. A store with 200K+ monthly visitors and no email marketing app is underinvesting. You can use the [StoreInspect dashboard](/) to filter stores by missing app categories, traffic tier, and niche, then export founder contact information for personalized outreach. For templates, see our [cold email guide for Shopify stores](/blog/cold-email-templates-for-shopify-stores).

## Summary: What the Data Tells Us

| Metric | Value |
|--------|-------|
| Stores analyzed | 120,017 |
| Average apps per store | 1.8 |
| Median apps per store | 1 |
| Est. average spend (all stores) | ~$42/mo |
| Est. average spend (3+ apps) | ~$150/mo |
| Est. average spend (6+ apps) | ~$400-$600/mo |
| Most adopted paid app | [Klaviyo](/apps/klaviyo) (20%) |
| Most expensive common app | [Gorgias](/apps/gorgias-chat) ($300+/mo) |
| Biggest gap (lowest adoption) | Upsell apps (3.5% adoption) |
| Biggest gap (highest volume) | Email apps (59% of stores missing) |
| Highest-spending niche | [Beauty](/top-shopify-stores/beauty) (~$75/mo avg) |
| Lowest-spending niche | [Hobby](/top-shopify-stores/hobby) (~$32/mo avg) |

The $42/month average masks enormous variance. Half of Shopify stores invest almost nothing in apps. The other half builds increasingly sophisticated stacks that cost $100 to $2,000+ per month.

For agencies and service providers, app spending data isn't just interesting trivia. It's a qualification layer. Stores that invest in apps have budget, operational sophistication, and a growth mindset. Stores with obvious gaps (no email, no reviews, no support) have clear pain points you can solve.

If you want to combine app spend with traffic, Plus status, theme investment, pixel depth, and contact coverage, use our [Shopify stores with budget](/blog/shopify-stores-with-budget) framework.

You can explore all 296,000+ stores in our database, filter by app gaps, traffic tier, and niche, and export verified founder contacts in the [StoreInspect dashboard](/).

**Related guides:**
- [Shopify Tech Stack: What 120K Stores Actually Run](/blog/shopify-tech-stack)
- [What Apps Do Top Shopify Stores Use?](/blog/what-apps-do-top-shopify-stores-use)
- [Shopify Tech Stack by Growth Stage](/blog/shopify-tech-stack-by-growth-stage)
- [7 Shopify Buying Signals From Tech Stack Data](/blog/shopify-buying-signals)
- [How to Sell to Shopify Stores](/blog/how-to-sell-to-shopify-stores)
- [Shopify Store Benchmarks 2026](/blog/shopify-store-benchmarks)