
Say goodbye to siloed and inaccurate data that is slowing you down. Centralize your analytics, sales and marketing platform data, enabling faster, data-driven decisions.

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.
| Feature | Upstack Data | ProfitMetrics | Littledata |
|---|---|---|---|
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Direct from Shopify's servers | ✔️ | ✔️ | ✔️ |
| Marketing reporting | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Proprietary attribution model | ✔️ | ||
| Works with platforms other than Shopify | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
Upstack Data vs ProfitMetrics
Both share marketing reporting, founder-led ownership, customer data to marketing platforms, and direct Shopify server-side tracking.
Upstack Data advantages over ProfitMetrics:
ProfitMetrics advantages over Upstack Data:
Where Littledata wins over both:
Neither Upstack Data nor ProfitMetrics is Littledata. Littledata uniquely offers:
ProfitMetrics lacks identity resolution, a free trial, and no-code setup. While both competitors have server-side tracking, Littledata's checkout tracking and Markets support make it the stronger all-round data foundation for Shopify Plus brands.
How Upstack Data and ProfitMetrics collect, enrich and control Shopify tracking data
| Capability | Upstack Data | ProfitMetrics | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ✔️ | ✔️ |
| Zero ongoing maintenance | ✔️ | ✔️ | ✔️ |
| No-code setup (no GTM required) | ✔️ | ✔️ | ✔️ |
| Data and tracking features | |||
| Server-side tracking | ✔️ | ✔️ | ✔️ |
| Shop app & Shop Pay | ✔️ | ✔️ | |
| 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 | ✔️ | ||
Upstack Data vs ProfitMetrics's customer reviews
| Upstack Data | ProfitMetrics | Littledata | |
|---|---|---|---|
| Example product review | "After testing a number of platforms...absolutely no regrets. Michael has a truly deep technical knowledge...Event Quality Match scores in meta increase, adding reliable NC purchase, NC CPA and NC ROAS metrics in ad manager is massively helpful as we're very focused on optimizing for NC..." | "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." | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." |
| Example support review | "Support is second to none... any issues we've had Michael has arranged a call immediately to diagnose the issue." | "Very complicated app, poor support – a frustrating experience... completely unprofessional, overly complicated, and really poor communication." | "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 |
Upstack Data vs ProfitMetrics's monthly subscription cost
| Store size | Upstack Data | ProfitMetrics | Littledata |
|---|---|---|---|
| 50 orders / month | $149 | $39 | $39 |
| 500 orders / month | $149 | $103 | $175 |
| 5,000 orders / month | $699 | $741 | $540 |
| 20,000 orders / month | $1699 | $1018 | $1390 |
Sources: Upstack Data pricing, ProfitMetrics pricing, Littledata pricing. Prices last verified August 13, 2026.
| Destination | Upstack Data | ProfitMetrics | Littledata |
|---|---|---|---|
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| TikTok | ✔️ | ✔️ | |
| Klaviyo | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ✔️ | |
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Upstack Data focuses on paid social and email/SMS platforms (Meta, TikTok, Google Ads, Klaviyo), making it conversion-signal heavy for ad optimization and retention marketing.
ProfitMetrics has a narrower destination set centered on profitability reporting — its Google Analytics integration pushes profit-based data rather than just revenue, differentiating its GA use case from others.
Littledata offers the broadest destination coverage, adding Pinterest, Segment, Attentive, and Microsoft Ads — making it the strongest choice if you need a multi-channel data pipeline or use Segment as a central hub.
Bottom line: Littledata wins on breadth, Upstack Data prioritizes ad-signal quality for social/email, and ProfitMetrics is purpose-built around profit-margin tracking rather than raw destination volume.
Upstack Data vs ProfitMetrics's solution for Google Ads
| Feature | Upstack Data | ProfitMetrics | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Real-time tracking of Enhanced Conversions | ✔️ | ✔️ | |
| Fully automatic setup | ✔️ | ✔️ | |
| Profit signal | ✔️ | ✔️ | |
| New vs Returning conversions | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ✔️ | |
| Full Shopify Markets support | ✔️ | ||
Upstack Data vs ProfitMetrics's solution for Meta Ads
| Feature | Upstack Data | ProfitMetrics | Littledata |
|---|---|---|---|
| Key benefits | |||
| Boost to Event Match Quality Score | ✔️ | ✔️ | |
| 100% accurate revenue in Meta | ✔️ | ✔️ | |
| 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 | ✔️ | ✔️ | ✔️ |
| Profit signal | ✔️ | ✔️ | |
| New vs Returning conversion goals | ✔️ | ✔️ | |
| 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.