
Shopify Tech Stack by Growth Stage: What 120,017 Stores Install at Every Traffic Tier
We mapped 120,017 Shopify stores to 5 growth stages and tracked which apps, themes, and pixels they adopt at each level. Original data, no recycled stats.
Learn how to value a Shopify store using SDE multiples and tech stack signals. Original data from 83,258 stores reveals which factors actually predict store value.

TL;DR: Shopify stores typically sell for 2-4x annual profit (SDE). We analyzed 83,258 stores and found that tech stack is a reliable valuation signal: high-value stores (1M+ traffic, Shopify Plus) average 3.2 apps and 6.0 pixels vs 0.8 apps and 1.4 pixels for smaller stores. Use the SDE formula for a baseline, then validate with tech stack signals using our free Store Inspector extension.
Whether you're selling your Shopify store, buying one, or advising a client on an exit, you need to know what it's worth.
The problem is that most valuation guides give you a formula and call it a day. They don't tell you how to verify the numbers, what signals actually correlate with value, or when the formula breaks down.
We analyzed 83,258 Shopify stores to find what actually predicts store value. This guide covers the standard valuation methods, the multiples you should expect, and the tech stack signals that separate high-value stores from the rest.
What you'll learn: How to calculate Shopify store value, what multiples to expect, and how to verify valuations using data-backed signals.
Before diving into formulas, here's why people value Shopify stores:
| Use Case | What You Need |
|---|---|
| Selling your store | Realistic asking price, preparation checklist |
| Buying a store | Due diligence validation, red flag detection |
| Raising capital | Defensible valuation for investors |
| Strategic planning | Understanding your exit options |
| Client advisory | Helping agency clients plan exits |
The method you choose depends on your goal. Selling? You need to maximize perceived value. Buying? You need to validate (or challenge) the asking price.
Most Shopify stores under $5 million are valued using Seller's Discretionary Earnings (SDE):
Store Value = SDE × Multiple
SDE is your annual net profit plus the owner's salary and any personal expenses run through the business. It represents the total cash benefit to a full-time owner-operator.
The Multiple typically ranges from 2x to 4x for Shopify stores, depending on the factors we'll cover below.
Start with your annual net profit, then add back:
| Add Back | Why |
|---|---|
| Owner's salary | New owner replaces you |
| Owner health insurance | Personal benefit |
| Owner vehicle expenses | If personal use |
| One-time expenses | Won't recur for buyer |
| Non-cash expenses | Depreciation, amortization |
Example calculation:
Annual Revenue: $500,000
- Cost of Goods Sold: -$200,000
- Operating Expenses: -$150,000
- Marketing: -$80,000
= Net Profit: $70,000
+ Owner Salary: +$60,000
+ Owner Health Insurance: +$8,000
= SDE: $138,000
× Multiple (2.5x): ×2.5
= Estimated Value: $345,000
For stores valued over $5 million, buyers typically use EBITDA (Earnings Before Interest, Taxes, Depreciation, and Amortization) instead of SDE.
The key difference: EBITDA doesn't add back owner salary because larger businesses assume professional management. EBITDA multiples for e-commerce typically range from 4x to 6x.
The multiple is where most guides get vague. Here's what the data actually shows:
| Annual SDE | Typical Multiple | Valuation Range |
|---|---|---|
| Under $100k | 1.5x - 2.5x | $150k - $250k |
| $100k - $250k | 2.0x - 3.0x | $200k - $750k |
| $250k - $500k | 2.5x - 3.5x | $625k - $1.75M |
| $500k - $1M | 3.0x - 4.0x | $1.5M - $4M |
| Over $1M | 3.5x - 4.5x+ | $3.5M+ |
Sources: FE International, Empire Flippers, Flippa transaction data
Not all stores with the same SDE get the same multiple. Here's what pushes you toward the higher end:
| Factor | Impact | Why Buyers Pay More |
|---|---|---|
| Age (3+ years) | +0.3-0.5x | Proven track record |
| Growth trend | +0.3-0.5x | Momentum is valuable |
| Multiple traffic sources | +0.2-0.4x | Less risky |
| Repeat customers (30%+) | +0.2-0.4x | Predictable revenue |
| Shopify Plus | +0.2-0.3x | Enterprise credibility |
| Documented processes | +0.1-0.3x | Easier transition |
| Strong brand/IP | +0.2-0.5x | Hard to copy |
| Factor | Impact | Why Buyers Discount |
|---|---|---|
| Single traffic source | -0.3-0.5x | Platform risk |
| Declining revenue | -0.5-1.0x | Negative momentum |
| Owner-dependent | -0.2-0.4x | Transition risk |
| Thin margins (under 20%) | -0.2-0.3x | Less room for error |
| High refund rate | -0.2-0.4x | Product/fit issues |
| No email list | -0.1-0.2x | No owned audience |
Here's where we have data no one else has. We analyzed 83,258 Shopify stores to find which signals actually correlate with store sophistication and value.
The insight: Stores invest more in tools as they grow. A store running Klaviyo, Gorgias, and multiple tracking pixels isn't doing $50k/year. That stack costs $500+/month minimum. They wouldn't pay for it unless they had the revenue to justify it.
For a deeper dive on tech stacks, see our analysis of what apps top Shopify stores use.
Our data shows clear patterns between traffic tier and operational investment:
| Traffic Tier | Stores | Avg Apps | Avg Pixels | Lead Score | Est. Revenue |
|---|---|---|---|---|---|
| Under 50K | 35,336 | 1.6 | 3.9 | 60 | $0-$100k/mo |
| 50K-200K | 9,579 | 2.4 | 5.7 | 75 | $100k-$400k/mo |
| 200K-1M | 36,698 | 2.2 | 5.8 | 82 | $400k-$2M/mo |
| 1M-5M | 798 | 3.1 | 5.9 | 84 | $2M-$10M/mo |
| 5M-20M | 791 | 2.9 | 5.4 | 82 | $10M-$40M/mo |
Key insight: App count increases with traffic tier. Stores with 1M+ monthly visitors average 3.0 apps vs 1.6 for stores under 50K. That's 88% more tool investment.
Want to estimate a store's traffic? See our guide on how to check Shopify store traffic.
Shopify Plus status is a strong valuation signal. Here's why:
| Metric | Standard Plan | Shopify Plus | Difference |
|---|---|---|---|
| Avg Apps | 0.8 | 2.4 | 3x more |
| Avg Pixels | 1.7 | 6.0 | 3.5x more |
| Avg Lead Score | 35 | 84 | +49 points |
| Avg Contacts | 0.8 | 2.0 | 2.5x more |
Plus stores invest dramatically more in their tech stack. Plus costs $2,000+/month, so stores only upgrade when they have the revenue to justify it.
Learn how to identify Shopify Plus stores using 7 detection methods.
Plus adoption by traffic tier:
| Traffic Tier | Plus Adoption |
|---|---|
| Under 50K | 53.5% |
| 50K-200K | 66.5% |
| 200K-1M | 99.6% |
| 1M+ | 90-93% |
At 200K+ monthly visitors, almost everyone is on Plus. If a store claims high traffic but isn't on Plus, that's a yellow flag worth investigating.
We compared high-value stores (1M+ traffic, Shopify Plus) against low-value stores (under 50K traffic, standard plan):
| Metric | High-Value Stores | Low-Value Stores | Difference |
|---|---|---|---|
| Avg Apps | 3.2 | 0.8 | 4x more |
| Avg Pixels | 6.0 | 1.4 | 4.3x more |
| Lead Score | 87 | 32 | +55 points |
| Store Count | 1,459 | 16,418 | - |
The 4x rule: High-value stores have roughly 4x the apps and pixels of low-value stores. When evaluating a store, check if its tech stack matches its claimed revenue tier.
App count is one of the most reliable external signals of store sophistication:
| App Count | % of Stores | Avg Lead Score | What It Signals |
|---|---|---|---|
| 0 apps | 16.3% | 45 | Minimal investment |
| 1-2 apps | 52.3% | 69 | Basic operations |
| 3-5 apps | 27.7% | 90 | Scaling investment |
| 6-10 apps | 3.6% | 100 | Sophisticated stack |
| 10+ apps | 0.02% | 100 | Enterprise-level |
Key insight: Only 31% of stores have 3+ apps. If a store claims $500k+ revenue but only runs 1-2 apps, the numbers don't add up.
Certain apps indicate minimum revenue thresholds. Stores don't pay for them unless they need them:
| App | Monthly Cost | Minimum Revenue Signal |
|---|---|---|
| Klaviyo | $45-$1,000+ | $20k+/month |
| Gorgias | $50-$750+ | $50k+/month |
| Rebuy | $99-$499+ | $100k+/month |
| Elevar | $150-$500+ | $100k+/month |
| Triple Whale | $100-$400+ | $100k+/month |
| Northbeam | $500+ | $200k+/month |
| Recharge | $99+ | Varies (subscription) |
A store running Klaviyo + Gorgias + Rebuy is paying $300-500/month minimum in app fees. That signals at least $100k/month in revenue. Otherwise the ROI doesn't make sense.
Quick check: Use our free Store Inspector extension to see any store's apps and pixels instantly. It takes 2 seconds and helps you validate claimed revenue.
Tracking pixels indicate marketing sophistication and ad spend:
| Pixel Count | % of Stores | Avg Lead Score | What It Signals |
|---|---|---|---|
| 0 pixels | 4.9% | 20 | No paid marketing |
| 1-3 pixels | 27.8% | 51 | Basic tracking |
| 4-6 pixels | 37.9% | 81 | Multi-channel |
| 7-10 pixels | 25.8% | 87 | Sophisticated |
| 10+ pixels | 3.6% | 93 | Advanced attribution |
Stores with 7+ pixels are running paid ads across Meta, Google, TikTok, and other platforms. This signals:
Theme choice correlates with traffic tier and brand investment:
| Traffic Tier | Custom Theme | Paid Theme | Free Theme |
|---|---|---|---|
| Under 50K | 26.6% | 35.2% | 38.2% |
| 50K-200K | 22.6% | 47.7% | 29.6% |
| 200K-1M | 22.6% | 42.8% | 34.6% |
| 1M-5M | 32.2% | 36.5% | 31.3% |
| 5M-20M | 36.0% | 38.3% | 25.7% |
Key insight: Custom themes are most common at the highest traffic tiers (36% of 5M+ stores). The 50K-200K tier shows peak paid theme adoption (47.7%). These stores are investing in brand before going fully custom.
A store claiming $1M+ revenue on a free Dawn theme? Possible, but worth questioning.
Different categories show different patterns:
| Category | Avg Apps | Avg Score | Plus % | Notes |
|---|---|---|---|---|
| Beauty | 2.6 | 78 | 84.7% | Highest app investment |
| Health & Wellness | 2.3 | 75 | 82.2% | Strong Plus adoption |
| Baby & Kids | 2.3 | 77 | 82.4% | Above-average scores |
| Food & Beverage | 2.1 | 73 | 79.6% | Consistent metrics |
| Fashion | 2.1 | 73 | 76.5% | Largest category |
| Home & Garden | 1.9 | 73 | 77.7% | Average performance |
| Hobby | 1.6 | 66 | 66.7% | Below-average investment |
Beauty stores average 2.6 apps vs 1.6 for Hobby stores (a 63% difference). Industry context matters when evaluating tech stack.
For more on analyzing stores by category, see how to analyze Shopify competitors.
When evaluating a store (yours or one you're buying), watch for these mismatches:
| Red Flag | Why It Matters |
|---|---|
| Revenue declining 3+ months | Negative momentum is hard to reverse |
| Profit margin under 15% | No room for error or investment |
| Single product >50% of revenue | Too much risk in one product |
| Single traffic source >70% | Too dependent on one channel |
| Refund rate >5% | Product or fulfillment issues |
| Claimed Revenue | Expected Tech Stack | Red Flag If... |
|---|---|---|
| $50k+/month | At least Klaviyo or email tool | No email marketing at all |
| $100k+/month | 3+ apps, 5+ pixels | Only 1-2 apps, basic tracking |
| $500k+/month | Shopify Plus, 4+ apps | Standard plan, minimal stack |
| $1M+/month | Plus, advanced attribution | No Gorgias/support tool |
If the tech stack doesn't match the claimed revenue, dig deeper into the financials.
For a complete due diligence framework, see our Shopify store audit checklist.
Several tools offer free Shopify store valuations:
| Tool | What It Does | Accuracy |
|---|---|---|
| Ecomswap Calculator | SDE-based estimate | Good for ballpark |
| OpenStore Calculator | Quick estimate | Good for comparison |
| Empire Flippers | See actual listings | Best for market comps |
| Flippa | Browse sold stores | Good for historical data |
Honest assessment: These calculators give you a starting point, not a final number. They can't see your actual financials, customer data, or tech stack sophistication.
For a more accurate picture, cross-reference the calculator estimate with:
If you're ready to sell, here are the main options:
| Platform | Best For | Commission | Minimum |
|---|---|---|---|
| Flippa | Smaller stores (under $100k) | 5-15% | None |
| Empire Flippers | Mid-market ($100k-$5M) | 15% | ~$100k |
| FE International | Larger stores ($500k+) | 12-15% | ~$500k |
| Acquire.com | Tech-focused buyers | 4% | None |
| OpenStore | Quick cash offer | N/A (they buy direct) | $500k+ revenue |
Tip: First-time sellers benefit from brokers despite the commission. They handle negotiations, due diligence, and escrow, which reduces your risk of a failed deal.
The best time to prepare for a sale is 6-12 months before you list. Here's the checklist:
How long does it take to sell a Shopify store?
| Stage | Timeline |
|---|---|
| Preparation | 3-6 months |
| Listing | 1-2 weeks |
| Finding buyer | 2-6 months |
| Due diligence | 2-4 weeks |
| Closing | 1-2 weeks |
| Total | 6-12 months |
Smaller stores (under $100k) often sell faster. Larger stores take longer but command better multiples.
There's no "average" because it depends entirely on profitability. A store making $100k/year in SDE might sell for $200k-$300k (2-3x). A store making $500k/year might sell for $1.5M-$2M (3-4x). Size, growth, and risk factors determine the multiple.
Most brokers require at least $100k in annual revenue or $50k+ in annual profit. Below that, you can still sell on Flippa or Acquire.com, but expect lower multiples (1.5-2x) and longer timelines.
Yes. Our data shows Plus stores have 3x the apps and 3.5x the pixels of standard stores. Plus signals enterprise-level revenue ($500k+/month typical) and operational sophistication. At 200K+ monthly traffic, 99.6% of stores are on Plus.
Dropshipping stores typically command lower multiples (1.5-2.5x) due to higher perceived risk. Buyers discount for thin margins, supplier dependency, and lack of proprietary products. Strong brand, customer data, and diversified suppliers can offset this.
First-time sellers benefit from brokers despite 10-15% commission. Brokers provide: qualified buyer access, valuation expertise, negotiation support, escrow handling, and deal structure advice. For stores over $100k, the fee usually pays for itself in higher sale price.
They're good for ballparks, not final numbers. Calculators can't see your actual financials, customer quality, or operational details. Use them as a starting point, then validate with SDE calculation and marketplace comparables.
If you're evaluating stores to buy or advising clients on exits, StoreInspect provides tech stack data on 80,000+ Shopify stores with decision-maker contacts. Useful for validating claimed revenue against observable signals.
Data in this article is based on our analysis of 83,258 Shopify stores as of February 2026. Valuation multiples are based on industry reports from FE International, Empire Flippers, and Flippa. Individual store valuations vary based on specific circumstances.
Search by niche, traffic, and tech stack. Export with verified emails.


We mapped 120,017 Shopify stores to 5 growth stages and tracked which apps, themes, and pixels they adopt at each level. Original data, no recycled stats.
![Best Shopify Popup Apps in 2026 [191,742-Store Study]](/images/blog/best-shopify-popup-apps.webp)
We scanned 191,742 Shopify stores to find which popup apps they actually use. 95% have none. Here's what the other 5% run, by niche, traffic tier, and store size.
![How Many Shopify Stores Are There in 2026? [183,417-Store Analysis]](/images/blog/how-many-shopify-stores-are-there.webp)
We analyzed 183,417 Shopify stores to break down what the ecosystem actually looks like: by country, niche, traffic, apps, themes, and Shopify Plus adoption.