
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.
We analyzed 8,993 Shopify stores to find where agencies should look for clients. See which stores need your services, what gaps to target, and how to reach decision-makers.

TL;DR: We analyzed 8,993 Shopify stores to find where agencies should focus. The sweet spot is 10k-50k monthly traffic - these stores actively invest in tools but are still reachable. 66% have no reviews app, 94% have no upsell tools, and only 4-8% use TikTok Pixel. Find stores with these gaps, verify they have decision-maker contacts (39% do at this tier), and pitch what they're missing.
Finding Shopify clients is easy. Finding qualified Shopify clients - stores that need your services, can afford you, and will actually respond - is hard.
Most agencies either:
We analyzed 8,993 Shopify stores to find what actually works. This isn't theory - it's data on where to find clients, how to spot stores that need you, and whether you can even reach the people who make decisions.
First, the data we're working with:
About a third of stores (33%) have under 10k monthly visitors. Another 18% fall in the 10k-50k range. The rest are larger stores up to 1M+ visitors.
This gives us enough data at each size to show you exactly where to focus.
Not all Shopify stores are good clients. Too small and they can't afford you. Too big and you'll spend months trying to get approved.
This is what each tier looks like:
| Traffic Tier | Avg Apps | % With Contacts | What to Expect |
|---|---|---|---|
| Under 10k | 2.0 | 27% | Too early. Limited budget. |
| 10k-50k | 2.7 | 39% | Sweet spot. Growing and reachable. |
| 50k-200k | 3.4 | 45% | Good, but may have their own team. |
| 200k-500k | 2.9 | 41% | Established. Slower decisions. |
| 500k-1M | 3.2 | 49% | Larger teams. More people involved. |
| 1M+ | 3.3 | 52% | Enterprise. Long sales cycles. |
Why 10k-50k is the sweet spot: These stores are growing fast (app count jumps 35% from the tier below), have real budget ($50k-$250k/month revenue), and founders still read their own email. Unlike bigger stores that have "figured out" their stack, these are actively adding tools.
For your specific service:
| Your Service | Best Traffic Tier | Why |
|---|---|---|
| Email/SMS (Klaviyo, etc.) | 10k-50k | Growth phase, adding automation |
| Paid ads | 10k-200k | Has traffic, needs to scale |
| Development/Design | 10k-100k | Ready to invest in brand |
| Apps/SaaS | 10k-50k | Most actively adding tools |
| Enterprise consulting | 500k+ | Budget for premium services |
Here's what most agencies miss: the best clients are stores missing something obvious.
We looked at what apps stores are NOT using:
| App Category | % Have It | % Missing It |
|---|---|---|
| Reviews | 34% | 66% |
| Upsell/Cross-sell | 6% | 94% |
| Analytics (beyond Shopify) | 7% | 93% |
| Email marketing | 50% | 50% |
Two-thirds of stores have no reviews app. If you help stores with Yotpo, Judge.me, or Stamped - 66% of the market is open.
94% have no upsell tools. If you help stores increase order values with Rebuy or Bold - almost no one is using these yet.
This is your edge. Instead of convincing stores to switch from a competitor, find stores that don't have the thing at all. That's a much easier conversation.
If you're an email/SMS agency:
A store using Mailchimp is ready for an upgrade. A store with no email app at all is leaving money on the table. And a store with Klaviyo but no SMS? They've got a partial stack you can complete.
Our 143K-store email marketing study found that 62% of stores have no email app at all, and stores with email marketing have 51% higher lead scores. Klaviyo leads at 24% adoption, with Mailchimp at 13.5%. That's thousands of migration and greenfield opportunities.
If you're a design/dev agency:
Look for stores with a free theme (Dawn, Debut) but premium apps. They're investing in the backend but not the frontend. That's your pitch: "You're running Klaviyo and Gorgias on a free theme - let's fix that."
Free themes dominate at under 10k traffic (42%). But by 10k-50k, half have upgraded to paid themes. The other half? Your prospects.
If you run paid ads:
TikTok Pixel adoption is shockingly low:
| Traffic Tier | TikTok Pixel |
|---|---|
| Under 10k | 4% |
| 10k-50k | 6% |
| 50k-200k | 9% |
| 1M+ | 8% |
We were surprised by this too. TikTok is everywhere in marketing conversations, but 92-96% of stores haven't actually set up tracking. If you specialize in TikTok ads, the market is wide open.
When looking at a store, check if they're using these (and what's missing):
| Category | Leader | Installs | If Missing |
|---|---|---|---|
| Klaviyo | 4,510 | Email setup/migration | |
| Reviews | Judge.me | 1,237 | Reviews setup |
| Support | Gorgias | 922 | Support optimization |
| Loyalty | Smile.io | 593 | Loyalty program |
| Upsell | Rebuy | 563 | Order value optimization |
| SMS | Attentive | 532 | SMS marketing |
| Analytics | Elevar | 508 | Tracking setup |
Use the free Store Inspector extension to instantly see what apps a store is running - and what they're missing.
Want to find these gaps at scale? StoreInspect lets you filter thousands of stores by "not using" specific apps, then export with verified contacts.
Finding the right store means nothing if you can't reach anyone. Our contact data shows:
| Traffic Tier | % With Any Contact | % With Founder/CEO | Avg Contacts |
|---|---|---|---|
| Under 10k | 27% | 13% | 1.1 |
| 10k-50k | 39% | 17% | 2.3 |
| 50k-200k | 45% | 24% | 3.3 |
| 200k-500k | 41% | 15% | 3.3 |
| 500k-1M | 49% | 17% | 4.7 |
| 1M+ | 52% | 18% | 5.0 |
Founder access actually peaks at 50k-200k (24%). These stores are big enough to have some visibility but small enough that founders are still hands-on.
| Your Service | Primary Contact | Backup Options |
|---|---|---|
| Email/SMS | CMO, Marketing Head | Founder, Ecommerce Manager |
| Paid ads | CMO, Growth Lead | Founder, Marketing Manager |
| Development | Founder, CTO | Ecommerce Manager |
| Subscriptions | Founder, CEO | Ecommerce Manager |
Manager is your most common contact - and often the right one. Ecommerce managers and marketing managers frequently have budget authority for tools and agency services. Don't overlook them.
For more on finding contacts: How to Get Shopify Store Owner Emails
The theme a store uses tells you how much they've invested in their brand.
At under 10k traffic, 42% use free themes. But by 10k-50k, that drops to 28% - half have upgraded to paid themes. At 500k+, only 17% are still on free themes.
What this tells you:
The mismatch signal: Look for stores where investment is uneven. Premium apps but free theme? Design opportunity. Custom theme but basic apps? Marketing opportunity.
Some niches invest more in tools than others:
| Category | Stores | Avg Apps | Notes |
|---|---|---|---|
| Beauty | 1,012 | 3.3 | Highest adoption. Marketing-heavy. |
| Health & Wellness | 526 | 3.0 | Subscription-friendly. |
| Sports & Fitness | 329 | 3.1 | Above average. |
| Pets | 155 | 3.0 | High for its size. |
| Fashion | 2,232 | 2.9 | Largest category. Average. |
| Home & Garden | 963 | 2.5 | Below average. |
| Food & Beverage | 1,077 | 2.4 | Simpler operations. |
If you sell marketing tools: Beauty, Health, and Sports stores adopt the most tools.
Category + gap = targeting: For example, "Beauty stores with 10k+ traffic that don't have a reviews app" gives you a very specific, very qualified list.
Shopify Plus is an instant qualification signal:
| Metric | Standard Shopify | Shopify Plus |
|---|---|---|
| Avg apps | 1.3 | 2.9 |
| Avg contacts | 0.4 | 3.1 |
Plus stores have 2.2x more apps (they invest in tools) and 7.8x more contacts (larger teams, easier to find people). They also have minimum ~$2M/year revenue, so budget is confirmed.
If you're selling enterprise services, filter for Plus stores first.
Here's the step-by-step process:
Start with:
Hot leads (pitch now):
Warm leads (worth a try):
Skip:
Don't send generic emails. Use what you learned:
"I noticed you're running Klaviyo and Gorgias but don't have a reviews app yet. That's actually pretty common - 66% of stores at your stage are in the same spot. But the ones that add reviews typically see 15-20% conversion lifts. Worth a quick chat about what Judge.me or Yotpo could do for you?"
That's not a template. That's intelligence.
For more on qualifying leads: How to Qualify Shopify Leads Before Outreach
10k-50k for most agency services. These stores have budget, are actively investing (app count jumps 35% at this tier), and decision-makers are still reachable (39% have contacts). Above 200k, sales cycles get longer.
Use StoreInspect to filter by "not using" specific apps. For example: stores with 10k+ traffic that don't use Klaviyo. Or use the free extension to check stores one by one.
Reviews apps. 66% of stores don't have one. If you sell reviews setups or platforms, two-thirds of the market is open.
Yes. Only 4-8% across most traffic tiers. Despite TikTok's growth, most stores haven't set up tracking. Big opportunity for TikTok-focused agencies.
Only if you sell enterprise services. Plus stores have more budget and contacts, but also longer sales cycles and higher expectations. For most agencies, standard Shopify stores in the 10k-50k range are better targets.
2+ minimum. Single-contact leads are risky - one missed email and you're done. At the 10k-50k tier, average is 2.3 contacts per store.
Generally skip them. Trying to replace a competitor is harder and often becomes a price war. Focus on stores with gaps instead.
Finding Shopify clients comes down to three things:
1. Right size: 10k-50k traffic is the sweet spot. Stores are investing (app count +35%), have budget, and decision-makers are reachable (39% have contacts).
2. Clear gap: 66% have no reviews app. 94% have no upsell tools. Only 4-8% have TikTok Pixel. Find stores missing what you sell.
3. Reachable contacts: Verify 2+ contacts before investing time. Founder access peaks at 50k-200k tier (24%).
Use theme type and existing apps as investment signals. Stores with paid themes or premium apps (Klaviyo, Gorgias, etc.) - they pay for things.
Manual approach: Install the free Store Inspector extension to check stores one by one. See their apps, theme, and traffic tier instantly.
At scale: Use StoreInspect to filter thousands of stores by traffic, apps, and gaps. Export with 2-5 verified contacts per store.
Browse Stores by Category → | Get the Free Extension →
Related guides:
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.
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