
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 sell services to Shopify stores with data-backed strategies. Our 91,694-store study reveals what they buy, who to contact, and scripts that convert cold leads into paying clients.

TL;DR: We analyzed 91,694 Shopify stores to find which ones actually buy services. The sweet spot: stores with 10k-50k monthly visitors. They have budget ($50k-$250k/mo revenue), actively invest in tools (2.7 apps on average), and decision-makers still read their email (39% have reachable contacts). Target stores missing what you sell. 66% have no reviews app. 94% have no upsell tools. Find these gaps, then pitch the specific problem you solve.
You want to sell to Shopify stores. Maybe you run an agency that does email marketing, paid ads, or web development. Maybe you built a software tool or Shopify app. Maybe you freelance doing conversion optimization or design.
The opportunity is huge. There are 4.6 million active Shopify stores. The direct-to-consumer market will hit $880 billion by 2034. That's a lot of potential customers.
But here's what nobody tells you: most outreach to Shopify stores fails.
The average cold email gets a 1-5% response rate. Generic mass emails? Below 1%. You send 500 emails. You get 3 replies. Two of them say "please unsubscribe me."
We wanted to know why. So we analyzed 91,694 Shopify stores to find out what actually works. Which stores buy services? What do they need? How much do they spend? What separates a cold lead from a closed deal?
This guide covers everything. Finding buyers. Pitching them. Handling objections. Closing deals.
What you'll learn: Which stores actually buy, what they need, who to contact, how to pitch, and realistic numbers for your sales pipeline.
Before we get into tactics, let's talk about why these stores are worth your time.
| Metric | Value | Source |
|---|---|---|
| Active Shopify stores | 4.6M+ | DemandSage |
| Total sales through Shopify (2024) | $235B+ | Shopify |
| Direct-to-consumer market (2034) | $880B | inBeat Agency |
| Average store revenue | $72k/year | Industry estimates |
| Stores on Shopify Plus | 31,000+ | Shopify |
This isn't a small niche. It's a massive ecosystem of businesses that:
We looked at 91,694 stores across 15 categories. The patterns were clear:
| Signal | Stores That Buy | Stores That Don't |
|---|---|---|
| Monthly traffic | 10k-200k visitors | Under 10k |
| Apps installed | 3 or more | 0-1 |
| Theme | Paid or custom | Free (Dawn, Debut) |
| Tracking pixels | Meta + Google minimum | None or just basic analytics |
| Contacts available | 2+ decision-makers | None or just support@ |
The pattern is clear. Stores that invest in tools will invest in services. Stores with zero investment signals aren't ready to buy anything yet.
So what do these stores spend money on? And where are the gaps you can fill?
| Store Size (Traffic) | Revenue Range | What They Buy | Typical Monthly Budget |
|---|---|---|---|
| Under 10k | $0-50k/mo | DIY tools, cheap apps | $0-200 |
| 10k-50k | $50k-250k/mo | Email setup, basic ads, theme work | $500-2k |
| 50k-200k | $250k-1M/mo | Full marketing services, development, conversion optimization | $2k-10k |
| 200k-1M | $1M-5M/mo | Specialized services, enterprise tools | $10k-50k |
| 1M+ | $5M+/mo | Agency of record, custom solutions | $50k+ |
The sweet spot is 10k-200k monthly visitors. These stores have real revenue. They're growing. And they don't have in-house teams for everything yet.
This surprised us. Most stores are missing obvious tools:
| What's Missing | % of Stores Without It | Who Should Pitch This |
|---|---|---|
| Reviews app | 66% | Review platforms, setup services |
| Upsell tools | 94% | Average order value specialists |
| Advanced analytics | 93% | Attribution tools, tracking setup |
| SMS marketing | 85% | Attentive or Postscript agencies |
| TikTok tracking | 92-96% | TikTok ads specialists |
| Subscription tools | 88% | ReCharge or Skio implementers |
Data from 91,694 Shopify stores, February 2026
This changes everything. 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.
Think about it:
| Category | Average Apps | Best Services to Sell |
|---|---|---|
| Beauty & Cosmetics | 3.3 | Email, SMS, influencer, subscriptions |
| Health & Wellness | 3.0 | Subscriptions, content, SEO |
| Sports & Fitness | 3.1 | Paid ads, email, community |
| Pets | 3.0 | Subscriptions, loyalty, email |
| Fashion & Apparel | 2.9 | Paid ads, email, design |
| Home & Garden | 2.5 | SEO, email, marketplaces |
| Food & Beverage | 2.4 | Local SEO, subscriptions, email |
Beauty stores install 38% more apps than Food & Beverage stores. If you're picking a niche, go where stores already spend money.
Browse stores by category: Top Shopify Stores
Not every Shopify store will buy from you. You need to find the ones that will.
| Traffic Tier | Avg Apps | % With Contacts | Should You Target? |
|---|---|---|---|
| Under 10k | 2.0 | 27% | No. Too early. Skip them. |
| 10k-50k | 2.7 | 39% | Yes. Sweet spot. Growing and reachable. |
| 50k-200k | 3.4 | 45% | Yes. Good budget. May have small team. |
| 200k-500k | 2.9 | 41% | Maybe. Established. Slower decisions. |
| 500k-1M | 3.2 | 49% | Maybe. Larger teams. More approvals needed. |
| 1M+ | 3.3 | 52% | Only for enterprise services. Long sales cycles. |
Why 10k-50k is the sweet spot:
Adjust based on what you sell:
| What You Sell | Best Store Size | Why |
|---|---|---|
| Email/SMS setup | 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/Software | 10k-50k | Most actively adding tools. |
| Enterprise consulting | 500k+ | Budget for premium services. |
Our database has 25,787 contacts across these stores. This is who you can actually reach:
| Role | % of Contacts | Best For Selling |
|---|---|---|
| Founder/CEO | 18% | Development, strategy, big-ticket services |
| Marketing (CMO, Head of) | 24% | Ads, email, SMS, analytics |
| Ecommerce Manager | 31% | Tools, integrations, operations |
| Operations | 12% | Fulfillment, logistics, automation |
| Other | 15% | Varies |
Don't overlook Ecommerce Managers. They're your most common contact. And they can usually approve purchases under $5k/month without asking anyone else.
For more on finding contacts: How to Get Shopify Store Owner Emails
| Traffic Tier | % With Any Contact | % With Founder Access | Average 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 peaks at 50k-200k traffic (24%). These stores are visible enough to have a presence online, but small enough that founders are still hands-on.
Shopify store owners get pitched constantly. They delete most emails without reading them. You need to stand out.
Mistake 1: Feature dumping
"We offer email marketing, SMS, push notifications, loyalty programs, and analytics integration..."
Nobody cares about your features. They care about their problems.
Mistake 2: Generic benefits
"We help Shopify stores grow revenue..."
So does everyone else. This tells them nothing about why you're different.
Mistake 3: Attacking competitors
"We're better than Klaviyo because..."
If they don't use Klaviyo, this is irrelevant. If they do, you're starting a fight.
Instead, pitch around what they're missing:
"I noticed you're running Meta ads to about 30k visitors per month, but you don't have SMS set up yet. Most stores your size see a 15-20% revenue bump after adding SMS flows. Worth a quick chat to see if that makes sense for you?"
This works because:
| What You Sell | Gap-Based Position |
|---|---|
| Email/SMS | "Running ads but no email capture? That's money walking out the door." |
| Paid Ads | "Good organic traffic but no paid? You're missing a scaling lever." |
| Development | "Premium apps on a free theme? Your brand doesn't match your backend." |
| Reviews | "30k visitors but no social proof? That's a conversion leak." |
| Analytics | "Spending on ads but can't attribute? You're flying blind." |
| Subscriptions | "Consumable products but no subscription option? That's recurring revenue you're leaving behind." |
For the complete framework with templates: Cold Email Templates for Shopify Stores
Here are five proven scripts for different situations. Customize them with real data from your research.
When to use: Store is missing something obvious for their size.
Subject line: Quick question about {store_name}
Hi {first_name},
I was looking at {store_name} and noticed you're running
{existing_tool} but don't have {missing_category} set up yet.
That's pretty common. About {X}% of stores your size are in
the same spot. But the ones that add {solution} typically
see {specific_benefit}.
Would a 15-minute call make sense to see if this fits
{store_name}'s plans?
{your_name}
Real example:
Hi Sarah,
I was looking at Glow Botanics and noticed you're running
Klaviyo but don't have SMS set up yet.
That's pretty common. About 85% of stores your size are in
the same spot. But the ones that add Attentive or Postscript
typically see 15-20% more revenue from abandoned cart and
post-purchase flows.
Would a 15-minute call make sense to see if this fits
Glow Botanics' plans?
Jake
When to use: Store uses a basic tool with a better alternative.
Subject line: Noticed you're on {current_tool}
Hi {first_name},
I saw {store_name} is using {current_tool}. Solid choice
for getting started.
Quick question: have you thought about moving to {better_tool}?
Most stores at your traffic level (looks like {estimate})
make the switch once they hit {common_pain_point}.
We've helped {X} stores with that transition. Happy to share
what it looks like if you're curious.
{your_name}
When to use: Store has sophisticated tools in one area but gaps in another.
Subject line: Interesting setup at {store_name}
Hi {first_name},
I was checking out {store_name}'s tech stack. You're running
{sophisticated_tools}. That tells me you take {area} seriously.
But I noticed {gap_area} is still pretty basic. That's a
pattern I see a lot with stores at your stage.
The ones that balance out their stack usually see {benefit}.
Would 15 minutes be worth it to see if that applies here?
{your_name}
Real example:
Hi Marcus,
I was checking out Rugged Supply's tech stack. You're running
Triple Whale and Gorgias. That tells me you take analytics
and support seriously.
But I noticed you're still on Dawn with minimal customization.
That's a pattern I see a lot with stores at your stage.
The ones that invest in custom theme work usually see 15-25%
better conversions. The brand experience starts matching
the backend. Would 15 minutes be worth it to see if that
applies to Rugged Supply?
Jake
When to use: You're on a call and need to understand their situation.
"Thanks for making time. Before I dive into anything,
I'd love to understand where {store_name} is right now.
- What's driving most of your traffic today?
- What's working well that you want to do more of?
- What's the biggest thing slowing down your growth?
[Listen. Take notes. Reference their answers later.]
Based on what you just told me, I think we can help with..."
When to use: Email isn't working, or you want to try multiple channels.
Hi {first_name},
I work with Shopify stores in {category} and came across
{store_name}. Really liked {specific_thing_about_store}.
Noticed you're doing {X} well but might be leaving some
money on the table with {Y}. Would love to connect and
share what's working for similar stores.
No pitch. Just thought it might be useful.
Every sale hits objections. These are the five most common and how to handle them.
What they really mean: We have an agency, tool, or employee handling this.
How to respond:
"Totally fair. Quick question: are they handling {specific_thing}
too? I ask because most stores your size have the basics
covered but are missing {gap}.
If you're covered there too, no worries. But if not, that's
usually where I see the biggest quick wins."
The key: Don't compete directly. Find the gap in what they already have.
What they really mean: Not a priority. No budget. Too early.
How to respond:
"Makes sense. What would need to change for this to move
up your list?
[Listen for the real blocker]
Got it. Would it help if I sent a quick breakdown of what
stores your size typically get from {solution}? That way
you'll have context when the timing is right."
The key: Get permission to stay in touch. "Not now" isn't "never."
What they really mean: Higher than expected. Budget is tight.
How to respond:
"I hear you. Let me ask: is it the total cost or the monthly
commitment that's the concern?
[If total]: We could spread this across Q1 and Q2 instead
of doing everything at once. Would that work better?
[If monthly]: What monthly budget would feel comfortable?
I'd rather scope something that fits than force a bad fit."
The key: Separate budget problems from value problems. If they don't see the value, no price is low enough.
What they really mean: Polite brush-off. Or genuinely interested but busy.
How to respond:
"Happy to. What would be most useful: case studies from
similar stores, pricing breakdown, or how our process works?
[If specific answer]: Great, I'll send that. Would Thursday
work for a 10-minute call after you've looked it over?
[If vague]: No problem. I'll send a one-pager with the
highlights. Just reply if it resonates and we can chat."
The key: Get specific. Vague "send info" means low interest. Specific requests mean real interest.
What they really mean: Bad experience with a similar service or vendor.
How to respond:
"That's frustrating. Mind sharing what happened?
[Listen without getting defensive]
That makes sense. Here's how we do it differently:
{specific_difference}. But honestly, I'd rather understand
what went wrong so we don't repeat it."
The key: Acknowledge the past failure. Show how you're different. Don't dismiss what happened to them.
What do Shopify stores actually pay for services? The data tells us a lot.
Based on industry research and HubSpot's agency pricing data:
| Service | Monthly Retainer | One-Time Project |
|---|---|---|
| Email/SMS (Klaviyo setup + management) | $2,000-$5,000 | $3,000-$10,000 setup |
| Paid Ads (Meta/Google management) | $2,500-$10,000 + ad spend | — |
| Development/Design | $3,000-$8,000 | $5,000-$50,000+ |
| Conversion Optimization | $2,500-$7,500 | $5,000-$15,000 audit |
| SEO | $2,000-$5,000 | $3,000-$10,000 audit |
| Full-service marketing | $10,000-$30,000+ | — |
| Store Traffic | Revenue Range | Comfortable Monthly Budget |
|---|---|---|
| 10k-50k | $50k-250k/mo | $500-$3,000 |
| 50k-200k | $250k-1M/mo | $2,000-$10,000 |
| 200k-1M | $1M-5M/mo | $5,000-$30,000 |
| 1M+ | $5M+/mo | $20,000-$100,000+ |
Rule of thumb: Most stores will spend 5-15% of revenue on marketing. A store making $100k/month can usually budget $5k-$15k for agencies and tools combined.
| Pricing Model | Best For | Example |
|---|---|---|
| Hourly ($100-250/hr) | Consulting, audits, one-off projects | "$175/hr for conversion consulting" |
| Monthly retainer | Ongoing work, management | "$4k/mo for email marketing" |
| Project-based | Clear scope, defined deliverables | "$12k for theme redesign" |
| Performance-based | When you're confident and want aligned incentives | "$2k/mo + 5% of revenue you generate" |
My recommendation: Start with project-based or monthly retainer pricing. Performance deals sound good but create arguments about attribution.
A realistic sales cycle when selling to Shopify stores looks like this.
| Deal Size | Typical Timeline | Number of Touches |
|---|---|---|
| Under $1k/mo | 1-2 weeks | 3-5 |
| $1k-5k/mo | 2-4 weeks | 5-8 |
| $5k-15k/mo | 4-8 weeks | 8-12 |
| $15k+/mo | 8-16 weeks | 12+ |
Weeks 1-2: Find and Qualify
Weeks 2-3: Discovery and Demo
Weeks 3-4: Proposal and Negotiation
Weeks 4-5: Close and Start
| Metric | Target | What It Tells You |
|---|---|---|
| Response rate | 8-15% | How good your message is |
| Responses → Calls booked | 40-50% | How well you're qualifying |
| Calls → Proposals | 60-70% | How well your solution fits |
| Proposals → Closed | 30-50% | How you handle pricing and objections |
| Cold lead → Closed (overall) | 2-5% | Overall funnel health |
Example math: 100 qualified leads → 10-15 responses → 5-7 calls → 3-5 proposals → 1-2 closed deals
Based on industry benchmarks and our data:
| Approach | Expected Response Rate |
|---|---|
| Generic mass email | 1-3% |
| Name + company personalization | 3-5% |
| Industry-specific pitch | 5-10% |
| Tech stack personalization | 15-25% |
| Warm intro or referral | 30-50% |
For a solo operator or small agency:
| Activity | Weekly Volume | Monthly Result |
|---|---|---|
| Stores researched | 100-200 | — |
| Qualified leads | 50-100 | — |
| Outreach sent | 50-100 | — |
| Responses | 5-15 | — |
| Discovery calls | 3-8 | — |
| Proposals sent | 2-5 | — |
| Deals closed | 1-3 | $3k-$15k+ in new monthly revenue |
The math: 50 qualified leads/week × 10% response × 50% call rate × 40% close rate = about 1 deal per week.
Scale up or down based on your capacity and average deal size.
The situation: A Klaviyo agency wanted to find stores ready for email marketing help.
What they did: Filtered for stores with 20k+ traffic that had Meta Pixel installed but no email app. Found 847 matches. Sent gap-based pitches mentioning the specific mismatch.
Results:
Why it worked: They pitched stores that clearly needed email (running ads, had traffic) but didn't have it yet. Much easier than convincing someone to switch from a competitor.
10k-50k monthly visitors. These stores have real budget ($50k-$250k/mo revenue), are actively investing (2.7 apps on average), and decision-makers are still reachable (39% have contacts). Above 200k, sales cycles get longer and you're competing with bigger agencies.
Both. Email first for volume. LinkedIn for follow-up or high-value targets. Using both channels typically lifts response rates 20-30% compared to just one. See our cold email templates for specific scripts.
5-8 touches over 2-3 weeks. Most deals happen between touch 3 and 7. After 8 touches with no response, move on. But "no response" is different from "not now." Keep nurturing people who said "maybe later."
Yes, eventually. Starting broad helps you learn what works. But specialists close more deals and can charge more. Once you have 5-10 clients in one industry, double down on that niche.
Check stores individually with a Shopify store analyzer, or use a database that lets you filter by "not using" specific apps. Example: stores with 10k+ traffic that don't have Klaviyo.
Plus stores install 2.2x more apps and have 7.8x more contacts. They invest heavily. But they also have longer sales cycles, more stakeholders, and higher expectations. Good for enterprise services. Harder for smaller agencies. See How to Identify Shopify Plus Stores for detection methods.
Specialize and personalize. Big agencies are generalists. Their account managers don't know each store well. You can out-research them by finding specific gaps. When a store owner gets 50 generic pitches, the one that mentions their exact tech stack stands out.
2-5% from cold lead to closed deal. That's the full funnel. Below 2% means your targeting, pitch, or pricing is off. Above 5% and you might be underpricing or leaving money on the table.
| Tool | What It Does | Price |
|---|---|---|
| Store Inspector extension | Check any store's tech stack instantly | Free |
| Apollo.io | Find contact emails | Free tier + paid |
| LinkedIn Sales Navigator | Find decision-makers | $99/mo+ |
| Tool | What It Does | Price |
|---|---|---|
| Instantly | Cold email at scale | $30/mo+ |
| Smartlead | Email warmup + sequences | $39/mo+ |
| Lemlist | Personalized cold email | $59/mo+ |
| Tool | What It Does | Price |
|---|---|---|
| Notion | Simple CRM for small teams | Free |
| Pipedrive | Sales pipeline management | $15/mo+ |
| HubSpot | Full CRM | Free tier + paid |
Selling to Shopify stores comes down to three things:
1. Find the right stores. 10k-50k traffic is the sweet spot. They have budget, they're investing in tools, and you can actually reach the decision-makers.
2. Pitch the gap, not your product. 66% have no reviews app. 94% have no upsell tools. Find stores missing what you sell. That conversation is much easier than trying to switch them from a competitor.
3. Personalize using tech stack data. Generic emails get 1-3% response. Emails that mention their specific apps and gaps get 15-25%. The difference is proving you actually looked at their store.
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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