
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.

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.
| Feature | ProfitMetrics | Upstack Data | 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 | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Proprietary attribution model | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
ProfitMetrics focuses on profit-based marketing optimization, tracking POAS® rather than revenue — ideal if margin visibility is your priority. It sends customer data to ad platforms but lacks identity resolution and has no free trial mentioned.
Upstack Data is broader: it centralizes analytics across platforms, offers identity resolution to boost ad audiences, and features a proprietary attribution model plus a 30-day free trial. More of an analytics hub than a profit-specific tool.
Where Littledata wins over both: Both competitors pull data direct from Shopify's servers, so the server-side data gap is less of a differentiator here. However, Littledata uniquely offers:
For a Shopify Plus brand scaling globally, Littledata's Shopify Markets support alone is a meaningful edge.
How ProfitMetrics and Upstack Data collect, enrich and control Shopify tracking data
| Capability | ProfitMetrics | Upstack Data | 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 | ✔️ | ✔️ | ✔️ |
| Profit signal | ✔️ | ✔️ | |
| Privacy / consent app compatible | ✔️ | ✔️ | |
| Bot protection | ✔️ | ✔️ | |
| Shop app & Shop Pay | ✔️ | ✔️ | |
| No-code setup (no GTM required) | ✔️ | ||
| Persistent ID | ✔️ | ||
| Session Enrichment | ✔️ | ||
| Event Editor | ✔️ | ||
| Unlimited Shopify Markets | ✔️ | ||
| Headless / Hydrogen support | ✔️ | ||
| Subscription app tracking | ✔️ | ||
ProfitMetrics vs Upstack Data's customer reviews
| ProfitMetrics | Upstack Data | 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." | "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..." | "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." | "Support is second to none... any issues we've had Michael has arranged a call immediately to diagnose the issue." | "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 Upstack Data's monthly subscription cost
| Store size | ProfitMetrics | Upstack Data | Littledata |
|---|---|---|---|
| 50 orders / month | $39 | $149 | $39 |
| 500 orders / month | $103 | $149 | $175 |
| 5,000 orders / month | $741 | $699 | $540 |
| 20,000 orders / month | $1018 | $1699 | $1390 |
Sources: ProfitMetrics pricing, Upstack Data pricing, Littledata pricing. Prices last verified August 13, 2026.
| Destination | ProfitMetrics | Upstack Data | Littledata |
|---|---|---|---|
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Google Analytics | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Klaviyo | ✔️ | ✔️ | |
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
ProfitMetrics focuses on sending profit-based data (not just revenue) to ad platforms and analytics, optimizing campaigns on actual margin rather than gross revenue.
Upstack Data specializes in first-party event tracking for paid social and retention channels, with native Klaviyo integration making it stronger for email/SMS attribution.
Littledata offers the broadest destination coverage, acting more like a comprehensive server-side data pipeline across analytics, paid media, and owned channels — including Segment for further data routing.
Key distinction: ProfitMetrics = profit optimization; Upstack = paid social + retention focus; Littledata = widest channel coverage with analytics/CDP capabilities.
If you need multi-channel coverage including Pinterest, Microsoft Ads, and Segment, Littledata leads on breadth.
ProfitMetrics vs Upstack Data's solution for Google Ads
| Feature | ProfitMetrics | Upstack Data | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Profit signal | ✔️ | ✔️ | |
| New vs Returning conversions | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ✔️ | |
| Real-time tracking of Enhanced Conversions | ✔️ | ✔️ | |
| Fully automatic setup | ✔️ | ✔️ | |
| Full Shopify Markets support | ✔️ | ||
ProfitMetrics vs Upstack Data's solution for Meta Ads
| Feature | ProfitMetrics | Upstack Data | 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.