
Get full transparency into your profitability. ProfitMetrics lets you track, report, and optimize marketing based on profit and POAS® — Profit on Ad Spend — instead of revenue.

Stape is your all-in-one solution for server-side data tracking. Users choose Stape to boost data quality and marketing ROI while maintaining security compliance.
| Feature | ProfitMetrics | Stape | Littledata |
|---|---|---|---|
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| Via server-side Google Tag Manager | ✔️ | ||
| 30 day free trial | ✔️ | ||
| Identity resolution to boost audiences | ✔️ | ||
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
ProfitMetrics focuses on profit-based marketing reporting (POAS®) rather than pure tracking/data collection — it's a analytics/optimization layer, not a full tracking solution.
Stape handles server-side tracking via Google Tag Manager, but GTM still relies on browser-based tags at its core, limiting visibility into server-side Shopify events and customer data enrichment.
Where Littledata wins:
For a Shopify Plus brand prioritizing complete, accurate customer journey data, Littledata's direct Shopify server connection is a meaningful structural advantage.
How ProfitMetrics and Stape collect, enrich and control Shopify tracking data
| Capability | ProfitMetrics | Stape | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ✔️ | |
| Zero ongoing maintenance | ✔️ | ✔️ | |
| Data and tracking features | |||
| Server-side tracking | ✔️ | ✔️ | ✔️ |
| Profit signal | ✔️ | ✔️ | |
| Privacy / consent app compatible | ✔️ | ✔️ | |
| Bot protection | ✔️ | ✔️ | |
| No-code setup (no GTM required) | ✔️ | ||
| Persistent ID | ✔️ | ||
| Session Enrichment | ✔️ | ||
| Event Editor | ✔️ | ||
| Unlimited Shopify Markets | ✔️ | ||
| Headless / Hydrogen support | ✔️ | ||
| Subscription app tracking | ✔️ | ||
| Shop app & Shop Pay | ✔️ | ||
ProfitMetrics vs Stape's customer reviews
| ProfitMetrics | Stape | Littledata | |
|---|---|---|---|
| Example product review | "I waited another two weeks. Nothing. Only replies when I followed up myself. After about a month and a half of waiting in their support queue, I’d had enough. I uninstalled the app and removed all their scripts… but even now, I still see their script showing up in my orders." | "Stape Server GTM is difficult to configure without technical expertise, and after multiple attempts, I was still unable to get it working." | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." |
| Example support review | "Very complicated app, poor support – a frustrating experience... completely unprofessional, overly complicated, and really poor communication." | "Although the app is free, I cannot recommend it based on my experience." | "Customer support is absolutely amazing... you can never go wrong when an app does what it says and tacks on great service!" |
| Link | Read more reviews | Read more reviews | Read more reviews |
ProfitMetrics vs Stape's monthly subscription cost
| Store size | ProfitMetrics | Stape | Littledata |
|---|---|---|---|
| 50 orders / month | $39 | $40 | $39 |
| 500 orders / month | $103 | $40 | $175 |
| 5,000 orders / month | $741 | $150 | $540 |
| 20,000 orders / month | $1018 | $400 | $1390 |
Sources: ProfitMetrics pricing, Stape pricing, Littledata pricing. Prices last verified August 13, 2026.
Compared at 5,000 orders a month. Assumes 20 hours of setup, spread over 12 months, plus 3 hours a month of maintenance, at $100/hour, for self-managed tools. Hosting or subscription is only a fraction of the true cost.
$741
None, fully managed
None, fully managed
$741
$150
+ $167
+ $300
$617
$540
None, fully managed
None, fully managed
$540
| Destination | ProfitMetrics | Stape | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| TikTok | ✔️ | ✔️ | |
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Microsoft Ads | ✔️ | ✔️ | |
| Segment | ✔️ |
ProfitMetrics focuses on profit-based tracking — it sends cost/margin data alongside conversions, so ad platforms optimize toward actual profit, not just revenue. Its narrower destination list reflects this specialized use case.
Stape is a server-side tag management platform (Google Tag Manager server-side infrastructure), giving you flexibility to route data to more destinations with custom configuration. More technical, more control.
Littledata is a plug-and-play server-side connector purpose-built for Shopify, emphasizing accurate revenue attribution across the most destinations with minimal setup. Its edge over Stape is native Shopify data accuracy; its edge over ProfitMetrics is breadth without requiring technical GTM knowledge.
Bottom line: ProfitMetrics = profit optimization, Stape = flexible infrastructure, Littledata = accurate Shopify attribution at scale.
ProfitMetrics vs Stape's solution for Google Analytics
| Feature | ProfitMetrics | Stape | Littledata |
|---|---|---|---|
| Product list views & clicks | |||
| Consistent product identifier in GA4 | ✔️ | ✔️ | |
| Tracks products list as you scroll | ✔️ | ||
| Tracks clicks on product list | ✔️ | ||
| Add to Cart | |||
| Tracked client-side (missing ~50%) | ✔️ | ||
| Tracked server-side | ✔️ | ||
| Enriched product info | ✔️ | ||
| Tracks remove from cart | ✔️ | ||
| Checkout steps | |||
| Tracked via checkout page (missing ~30%) | ✔️ | ||
| Direct from Shopify servers | ✔️ | ||
| Compatible with accelerated checkouts | ✔️ | ||
| Tracks all checkout steps | ✔️ | ||
| Purchase | |||
| Direct from Shopify servers | ✔️ | ✔️ | |
| Includes net revenue / profit | ✔️ | ✔️ | |
| Tracked via thank you page | ✔️ | ||
| Includes post-purchase upsells | ✔️ | ||
| Includes recurring orders | ✔️ | ||
| Filter orders by sales channel | ✔️ | ||
| Includes refunds | ✔️ | ||
| User-provided data for improved attribution | ✔️ | ||
ProfitMetrics vs Stape's solution for Google Ads
| Feature | ProfitMetrics | Stape | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Profit signal | ✔️ | ✔️ | |
| New vs Returning conversions | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ✔️ | |
| Unreliable tracking via thank you page (missing ~30%) | ✔️ | ||
| Real-time tracking of Enhanced Conversions | ✔️ | ||
| Fully automatic setup | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||
ProfitMetrics vs Stape's solution for Meta Ads
| Feature | ProfitMetrics | Stape | Littledata |
|---|---|---|---|
| Key benefits | |||
| 100% accurate revenue in Meta | ✔️ | ✔️ | |
| Boost to Event Match Quality Score | ✔️ | ||
| Pre-purchase audiences based on first-party data | ✔️ | ||
| Target subscriptions vs one-time purchases | ✔️ | ||
| Fully automatic setup | ✔️ | ||
| AddToCart | |||
| Tracked client-side (missing ~50%) | ✔️ | ||
| Tracked direct from Shopify servers | ✔️ | ||
| InitiateCheckout | |||
| Unreliable tracking via checkout page (missing ~30%) | ✔️ | ||
| Includes all checkout steps | ✔️ | ||
| Tracked direct from Shopify servers | ✔️ | ||
| Purchase | |||
| Tracked direct from Shopify servers | ✔️ | ✔️ | ✔️ |
| New vs Returning conversion goals | ✔️ | ✔️ | ✔️ |
| Profit signal | ✔️ | ✔️ | |
| Includes post-purchase upsells | ✔️ | ||
| No-code custom conversions | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||

Keep comparing
See how these tools stack up against other Shopify tracking and analytics solutions.
How we compiled this comparison: pricing and feature data comes from each vendor's public pricing page, Shopify App Store listings, and BuiltWith usage data, reviewed by the Littledata team. Last verified August 13, 2026. Spotted something out of date? Let us know.