
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 scanned 183,189 Shopify stores to find which SMS marketing apps they actually use. Only 2% have one. Postscript vs Attentive data by store size and niche.

TL;DR:
Every "best SMS marketing apps for Shopify" article follows the same script. A vendor writes it, ranks themselves first, cites their own customers' ROI numbers, and calls it objective.
Omnisend publishes a list where Omnisend wins. TxtCart publishes a list where TxtCart wins. Attentive's agency partners recommend Attentive. Postscript's Shopify integration page says Postscript.
What none of them show you: what Shopify stores actually install. Not vendor-claimed customer counts. Not cherry-picked case studies. Actual adoption data across a representative dataset.
We scanned 183,189 Shopify stores and checked every one for SMS marketing app installations. The results are the first independent, data-backed picture of the Shopify SMS market. And the headline finding is stark: almost nobody uses SMS yet.
We detect installed apps by scanning each store's public-facing code: JavaScript globals, script URLs, DOM elements, and tracking pixels. Our scanner identifies 72+ apps across categories like email marketing, reviews, loyalty, support, and more.
Dataset details:
| Metric | Value |
|---|---|
| Total stores scanned | 183,189 |
| Stores with app detection data | 183,187 |
| SMS apps tracked | Postscript, Attentive, Recart, SMSBump, Sendlane, Firepush |
| Detection method | Frontend script analysis (JavaScript, DOM, network requests) |
| Traffic data source | Estimated monthly visitors from multiple signals |
| Date of analysis | February 27, 2026 |
Important caveats:
The most striking finding is how early the SMS market still is.
| Status | Stores | Percentage |
|---|---|---|
| Has a dedicated SMS app | 3,801 | 2.07% |
| No SMS app detected | 179,386 | 97.93% |
Compare this to email marketing adoption, where 38% of stores run an email app. SMS adoption is 18x lower than email. The industry talks about SMS as a mature channel, but on Shopify, adoption tells a different story.
That 97.93% gap represents the addressable market for SMS vendors, agencies pitching SMS services, and consultants building marketing stacks. If you sell to Shopify stores and SMS is part of your offering, nearly every store is a prospect.
Only two apps register meaningful adoption numbers. The rest of the market is effectively invisible in our data.
| SMS App | Unique Stores | % of All Stores | Market Position |
|---|---|---|---|
| Postscript SMS | 2,255 | 1.23% | #1 by install count |
| Attentive | 1,617 | 0.88% | #2 overall, #1 at higher tiers |
| All others | Under 10 each | Under 0.01% | Negligible detected footprint |
Postscript holds 59% of the detectable SMS market (2,255 of 3,801 stores). Attentive holds 43% (1,617 of 3,801). The percentages exceed 100% because some stores run both apps simultaneously. No other SMS-specific app, including Recart, SMSBump, Sendlane, or Firepush, registered above a handful of installations in our dataset.
This is a two-player market. Everything else either lacks the Shopify integration depth to show up in detections, or has too few installs to be statistically meaningful.
Several "SMS apps" frequently recommended in listicles don't appear in our data for specific reasons:
The overall numbers hide an important pattern. Postscript and Attentive serve fundamentally different segments, and the data makes this clear when you look at traffic tiers.
| Traffic Tier | Total Stores | With Any SMS App | SMS Adoption % |
|---|---|---|---|
| Under 50K | 152,460 | 1,602 | 1.05% |
| 50K-200K | 29,206 | 1,946 | 6.66% |
| 200K-1M | 1,477 | 241 | 16.32% |
| 1M-5M | 37 | 9 | 24.32% |
| 5M-20M | 7 | 3 | 42.86% |
SMS adoption scales directly with store size. Stores with over 1M monthly visitors are 23x more likely to have an SMS app than stores under 50K visitors. This is the steepest adoption curve of any app category we track, steeper than reviews, loyalty, or support.
| Traffic Tier | Postscript | Attentive |
|---|---|---|
| Under 50K | 0.84% | 0.22% |
| 50K-200K | 3.03% | 3.79% |
| 200K-1M | 5.69% | 11.37% |
| 1M-5M | 2.70% | 21.62% |
| 5M-20M | 0% | 42.86% |
The crossover happens at the 50K-200K tier. Below that, Postscript has nearly 4x Attentive's penetration. Above it, Attentive pulls away decisively.
What this means for choosing an SMS app:
This aligns with what practitioners report. Commerce Caffeine's comparison recommends Postscript for stores doing $10K-$250K/month and Attentive for $250K+. Our data shows real-world adoption following exactly that pattern.
If you're selling SMS services to Shopify stores, the biggest opportunity isn't competing with other SMS vendors. It's converting email-only stores to email-plus-SMS.
| Segment | Stores | % of Email Users |
|---|---|---|
| Email + SMS | 2,786 | 4.5% |
| Email Only (No SMS) | 58,500 | 95.5% |
95.5% of stores with an email marketing app have no dedicated SMS tool. That's 58,500 stores that already invest in customer communication but haven't added the channel with 98% open rates and 20-35% click-through rates.
Not all email ecosystems adopt SMS equally.
| Email Platform | Total Stores | With SMS App | SMS Adoption % | Gap |
|---|---|---|---|---|
| Klaviyo | 36,251 | 2,411 | 6.7% | 93.3% |
| Privy | 7,589 | 257 | 3.4% | 96.6% |
| Omnisend | 5,520 | 184 | 3.3% | 96.7% |
| Mailchimp | 24,813 | 478 | 1.9% | 98.1% |
Note: Stores may appear under multiple email platforms if they run more than one, so rows don't sum to the overall email+SMS total.
Klaviyo users are 3.5x more likely to have a separate SMS app than Mailchimp users. This makes sense: Klaviyo positions itself as the hub of a DTC marketing stack, and stores that choose Klaviyo tend to be more sophisticated and more willing to add specialized tools. Mailchimp users skew toward smaller, simpler setups.
But even among Klaviyo's 36,251 stores, 93.3% have no dedicated SMS app. That's 33,840 Klaviyo stores without Postscript, Attentive, or any other SMS-specific tool. Some of these use Klaviyo's built-in SMS (which we can't separately detect), but many likely don't use SMS at all.
Prospecting angle: If you're an agency that implements SMS for Shopify brands, filtering for "Klaviyo stores without Attentive or Postscript" in the StoreInspect dashboard gives you the most qualified prospect list available. These stores already invest in marketing infrastructure and have the budget for additional channels.
The co-installation data reveals clear preferences.
| Email Platform Paired With | Stores | % of Postscript Users |
|---|---|---|
| Klaviyo | 1,265 | 56.1% |
| Mailchimp | 329 | 14.6% |
| Omnisend | 145 | 6.4% |
Klaviyo is the dominant email partner for both SMS apps, but the intensity differs. 74.2% of Attentive stores run Klaviyo, compared to 56.1% of Postscript stores. This reflects Attentive's enterprise positioning: stores that can afford Attentive (which requires annual contracts and has higher minimums) also tend to choose Klaviyo over cheaper alternatives.
Postscript shows a more diverse email ecosystem. Its users are more likely to pair with Mailchimp (14.6% vs 9.8% for Attentive) or Omnisend (6.4% vs 2.9%). This matches Postscript's broader market: it serves a wider range of store sizes and budgets.
Not every niche adopts SMS at the same rate. The data shows clear leaders and laggards.
| Category | Stores | SMS Adoption % | #1 SMS App | #2 SMS App |
|---|---|---|---|---|
| Beauty | 13,785 | 3.63% | Postscript (2.10%) | Attentive (1.62%) |
| Health & Wellness | 8,772 | 3.17% | Postscript (1.71%) | Attentive (1.50%) |
| Fashion | 44,997 | 2.79% | Postscript (1.73%) | Attentive (1.10%) |
| Baby & Kids | 4,244 | 2.36% | Attentive (1.39%) | Postscript (1.01%) |
| Sports & Fitness | 8,497 | 2.22% | Attentive (1.22%) | Postscript (1.08%) |
| Travel & Luggage | 797 | 2.13% | Postscript (1.13%) | Attentive (1.00%) |
| Jewelry | 13,274 | 1.95% | Postscript (1.24%) | Attentive (0.75%) |
| Outdoor & Adventure | 5,411 | 1.94% | Attentive (1.00%) | Postscript (0.96%) |
| Food & Beverage | 17,230 | 1.86% | Postscript (1.14%) | Attentive (0.77%) |
| Pets | 3,270 | 1.62% | Postscript (1.19%) | Attentive (0.46%) |
| Home & Garden | 25,344 | 1.38% | Postscript (0.87%) | Attentive (0.53%) |
| Hobby | 13,563 | 1.12% | Postscript (0.69%) | Attentive (0.44%) |
| Electronics | 5,554 | 1.03% | Postscript (0.54%) | Attentive (0.50%) |
| Automotive | 3,703 | 0.95% | Postscript (0.54%) | Attentive (0.49%) |
Note: Individual app percentages may sum above the category total because some stores run both Postscript and Attentive.
Beauty leads at 3.63%. This makes sense: beauty brands depend on repeat purchases, product launches, and flash sales, all of which SMS handles well. Beauty also has the highest email marketing adoption at 50%, so it's a category that already invests heavily in direct customer communication.
Baby & Kids is the only category where Attentive leads Postscript. At 1.39% vs 1.01%, Attentive's slight edge suggests that baby/kids brands skew larger and more established, fitting Attentive's enterprise profile. Sports & Fitness and Outdoor & Adventure show similar patterns where Attentive and Postscript are neck-and-neck.
Food & Beverage underperforms relative to its email adoption. In our email marketing study, food and beverage stores showed 44.7% email adoption, yet only 1.86% have a dedicated SMS app. That's one of the widest email-to-SMS gaps. If SMS works for any product type, it's consumables with regular repurchase cycles. This category is ripe for SMS expansion.
| Plan | Total Stores | With SMS App | SMS Adoption % |
|---|---|---|---|
| Shopify Plus | 26,896 | 2,284 | 8.49% |
| Standard Shopify | 156,291 | 1,517 | 0.97% |
Shopify Plus stores are 8.8x more likely to have an SMS app than standard stores. This is the widest Plus-vs-standard gap of any app category we track. For context, email marketing shows a Plus premium of about 1.7x, and reviews about 1.5x.
The implication: SMS is still a premium-tier feature in the Shopify ecosystem. Stores that invest in Plus (at $2,300/month minimum) are also willing to invest in SMS marketing. Standard plan stores, many of which are smaller and more cost-sensitive, have barely begun adopting SMS.
If you sell services to Shopify stores, SMS adoption is a strong qualifying signal. Stores with SMS apps look different from the average store across every metric we track.
| Metric | With SMS App | Without SMS App | Difference |
|---|---|---|---|
| Avg Lead Fit Score | 89.2 | 65.7 | +36% |
| Avg Apps Installed | 4.6 | 1.7 | +171% |
| Avg Pixels Tracked | 8.0 | 4.6 | +74% |
| Avg Products | 1,896 | 1,683 | +13% |
| Shopify Plus % | 60.1% | 13.7% | +46pp |
| High Traffic (1M+) % | 0.3% | 0% | Significantly higher |
SMS stores run 2.7x more apps, track 74% more pixels, and score 36% higher on our lead fit score. They're the most sophisticated segment in the Shopify ecosystem. An SMS install signals a store that takes marketing seriously, invests in its tech stack, and has budget.
If you're building prospect lists, filtering for stores with Postscript or Attentive gives you a pre-qualified list of brands that are already investing in customer communication infrastructure.
Based on adoption data, market positioning, and co-installation patterns, here are the SMS options ranked by use case.
Postscript is the most-installed dedicated SMS app on Shopify with 2,255 detected stores. It owns the mid-market: stores under 200K monthly visitors choose Postscript over Attentive by nearly 4:1.
Why stores choose Postscript:
Best for: Stores with under 200K monthly visitors, brands on standard Shopify plans, teams that want SMS alongside (not replacing) their existing email platform.
Co-installation profile: 56% pair with Klaviyo, 15% with Mailchimp, 6% with Omnisend.
Attentive has 1,617 detected stores and dominates at scale. Above 200K monthly visitors, it holds 2x Postscript's market share. At 1M+, it's essentially the only SMS platform in the data.
Why stores choose Attentive:
Best for: Stores with 200K+ monthly visitors, Shopify Plus brands, stores with dedicated marketing teams who can leverage advanced features.
Trade-offs to consider: Attentive typically requires annual contracts and has been criticized for list portability restrictions. Multiple DTC practitioners have raised concerns about difficulty migrating subscriber lists if you switch providers. The higher minimums also put it out of reach for smaller stores.
Klaviyo isn't a dedicated SMS app, but its built-in SMS features make it the path of least resistance for stores already using Klaviyo for email. Since Klaviyo appears on 36,251 stores in our database, its potential SMS reach is massive, even if we can't measure separate SMS activation from our external scans.
Why stores choose Klaviyo SMS:
Best for: Stores already on Klaviyo that want to add SMS without adding complexity. Especially effective for stores that don't need Postscript or Attentive's advanced SMS-specific features.
Trade-off: Klaviyo's SMS is secondary to its email product. Dedicated SMS platforms like Postscript and Attentive offer deeper SMS-specific features: conversational commerce, advanced compliance tools, and SMS-native campaign builders.
Omnisend offers email, SMS, and push notifications in a single platform. With 5,520 detected stores, it's the third most popular email/SMS platform, though most of those installs are primarily for email.
After Yotpo sunset its SMS product in August 2025, Omnisend absorbed many former SMSBump customers as the designated migration partner. This likely boosted its SMS user count, though we can't distinguish email-only vs. email+SMS Omnisend users in our data.
Best for: Stores that want one platform for email, SMS, and push notifications. Budget-conscious brands that don't want to pay for a separate SMS tool.
These apps appear in listicles but show negligible adoption in our dataset (under 10 stores each for detectable installs). This doesn't necessarily mean they're bad products. It means that at scale, Shopify stores overwhelmingly choose Postscript or Attentive when they want dedicated SMS, or use Klaviyo/Omnisend's built-in SMS when they want simplicity.
| Feature | Postscript | Attentive | Klaviyo SMS | Omnisend |
|---|---|---|---|---|
| Detected installs | 2,255 | 1,617 | Built into 36,251 Klaviyo stores | Built into 5,520 Omnisend stores |
| Market segment | Mid-market | Enterprise | All sizes | Small-mid |
| Pricing model | Pay-as-you-go | Annual contract | Per-message (included in Klaviyo plan) | Included in plan |
| Shopify App Store | Yes | No (direct integration) | Yes | Yes |
| Top traffic tier | Under 200K | 200K+ | All | All |
| Top email pairing | Klaviyo (56%) | Klaviyo (74%) | N/A (is the email app) | N/A (is the email app) |
| Shopify Plus adoption | High | Very high | Moderate | Moderate |
| Dedicated SMS features | Deep | Deepest | Basic | Basic |
| Contract required | No | Yes (typically annual) | No | No |
Based on what the data shows about real adoption patterns:
Choose Postscript if:
Choose Attentive if:
Choose Klaviyo SMS if:
Choose Omnisend SMS if:
The SMS gap creates specific, actionable prospecting angles for people who sell to Shopify stores.
58,500 stores have email marketing but no dedicated SMS app. Filter your StoreInspect searches by:
This gives you stores that already invest in marketing, have an audience to text, and haven't adopted SMS yet. Personalize your outreach around the email-to-SMS expansion opportunity.
At the 200K-1M traffic tier, only 16.3% have SMS. That means 83.7% of high-traffic stores, the ones with large audiences and real revenue, haven't adopted SMS. These are the highest-value prospects for Attentive and Postscript implementations.
Food & Beverage has 44.7% email adoption but just 1.86% SMS adoption, one of the widest gaps. Consumable brands with regular repurchase cycles are the strongest fit for SMS, yet barely any use it. Similar logic applies to Pets (1.62% SMS), Beauty leads but still has 96.4% headroom, and Health & Wellness at 3.17%.
Stores on Postscript that cross the 200K visitor threshold are natural upgrade candidates for Attentive. Our data shows the market naturally shifts at this tier. If you're an Attentive partner agency, filtering for Postscript stores with high traffic gives you a warm lead list.
Beyond app installs, we also detect the Attentive tracking pixel via script signatures. Our pixel detection found:
This slightly exceeds the 1,617 stores detected via app signatures, suggesting some stores run the Attentive pixel through custom integration or tag managers without the standard app install pattern.
SMS doesn't exist in isolation. It's part of a broader marketing tech stack that typically includes email, reviews, loyalty, and support tools. Our tech stack by growth stage analysis shows that SMS is one of the last tools stores add, typically after establishing email marketing, review collection, and sometimes loyalty programs.
The typical adoption sequence based on our data:
SMS users, with an average of 4.6 installed apps, have typically built out the earlier layers before adding SMS. This makes SMS adoption a strong signal of store maturity and marketing sophistication.
Based on our analysis of 183,189 stores, Postscript SMS is the most popular dedicated SMS app with 2,255 detected installs. For stores under 200K monthly visitors, Postscript leads adoption by a wide margin. For enterprise stores above 200K visitors, Attentive dominates. Klaviyo offers built-in SMS that may be sufficient for stores already on the platform.
Only 2.07% of Shopify stores (3,801 out of 183,189) have a dedicated SMS marketing app installed. This number is likely somewhat higher when counting stores using Klaviyo's or Omnisend's built-in SMS features, but the overall adoption rate remains below 5%, making it the least adopted marketing channel on Shopify.
It depends on your store size. Our data shows Postscript leads among stores under 200K monthly visitors (0.84% vs 0.22% at the sub-50K tier). Attentive dominates above 200K visitors (11.37% vs 5.69% at 200K-1M). The crossover point is roughly 50K-200K monthly visitors, where both apps have similar adoption rates.
Shopify offers basic SMS capabilities through Shopify Email and checkout notifications, but these are limited compared to dedicated SMS platforms. For marketing campaigns, abandoned cart recovery, and subscriber list management, most stores use a third-party SMS app like Postscript, Attentive, or the SMS features built into Klaviyo.
Pricing varies by platform. Postscript offers pay-as-you-go pricing starting around $25/month plus per-message costs (typically $0.01-0.05 per SMS). Attentive requires annual contracts with higher minimums, typically starting at $500+/month. Klaviyo includes SMS in its pricing plans with per-message costs. Omnisend bundles SMS credits into its email plans.
Industry data suggests SMS marketing generates $20-$40 in revenue per $1 spent, with 98% open rates and 20-35% click-through rates. However, our data shows only 2.07% of Shopify stores have adopted dedicated SMS, suggesting most merchants haven't found it essential yet. The stores that do use SMS tend to be larger, more sophisticated, and better-resourced: their average lead fit score is 89 vs. 66 for non-SMS stores.
There are no widely adopted free SMS marketing apps on Shopify. SMS is inherently pay-per-message since carriers charge for delivery. Postscript offers the lowest entry point among popular options with pay-as-you-go pricing. Klaviyo includes some SMS credits in its free tier, making it the closest to "free" SMS for stores already using the platform.
If you already use Klaviyo for email and want to test SMS with minimal setup, Klaviyo's built-in SMS is the fastest path. Our data shows 6.7% of Klaviyo stores also run a dedicated SMS app (Postscript or Attentive), suggesting that most stores either stick with Klaviyo's SMS or don't use SMS at all. Add a dedicated SMS app when you need advanced features like conversational commerce, AI-generated copy, or SMS-specific campaign builders.
Beauty leads SMS adoption at 3.63%, followed by Health & Wellness at 3.17% and Fashion at 2.79%. Categories with regular repurchase cycles and strong brand loyalty tend to adopt SMS first. Automotive (0.95%) and Electronics (1.03%) trail, likely because their purchase cycles are longer and less suited to SMS-driven urgency.
Yes, dramatically. 8.49% of Shopify Plus stores have a dedicated SMS app, compared to 0.97% of standard stores, an 8.8x difference. This is the widest Plus-to-standard gap of any app category we track, making SMS adoption a strong indicator of store maturity and investment level.
Yotpo, which had acquired SMSBump, shut down its SMS product in August 2025 and migrated customers to Omnisend as the designated partner. Legacy SMSBump scripts still appear on some stores, but new installations have stopped. Stores that previously used SMSBump have largely moved to Omnisend, Postscript, or Attentive.
| Finding | Data Point |
|---|---|
| Overall SMS adoption | 2.07% of 183,189 stores |
| Market leader (overall) | Postscript SMS at 2,255 stores |
| Market leader (enterprise) | Attentive at 200K+ traffic tiers |
| Email users without SMS | 95.5% (58,500 stores) |
| Klaviyo users with SMS | 6.7% (2,411 stores) |
| Top category for SMS | Beauty at 3.63% |
| Shopify Plus SMS adoption | 8.49% vs 0.97% standard |
| SMS users avg lead score | 89.2 vs 65.7 non-SMS |
| SMS users avg apps | 4.6 vs 1.7 non-SMS |
| Postscript + Attentive market share | 59% + 43% of dedicated SMS installs |
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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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