
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.

Analyzify is the easiest way to get valuable insights from your Shopify data. With Analyzify, you can connect your Shopify store with Google Tag Manager, Google Analytics 4, and many others easily.
| Feature | ProfitMetrics | Analyzify | Littledata |
|---|---|---|---|
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| Identity resolution to boost audiences | ✔️ | ||
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
Neither ProfitMetrics nor Analyzify is Littledata, so here's where Littledata wins:
ProfitMetrics focuses on profit-based reporting and POAS® optimization — useful for margin visibility, but not a tracking/data collection specialist.
Analyzify uses Google Tag Manager for data collection, which relies on browser-based tags. This limits its ability to capture server-side events or enrich data that the browser doesn't see — weakening audience quality and tracking completeness.
Littledata wins because:
How ProfitMetrics and Analyzify collect, enrich and control Shopify tracking data
| Capability | ProfitMetrics | Analyzify | 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 | ✔️ | ✔️ | |
| 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 Analyzify's customer reviews
| ProfitMetrics | Analyzify | 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." | "Conflicting GA4 properties led to quadruplicate tracking and corrupted analytics data... resulted in significant financial impact due to lost advertising effectiveness and countless hours of troubleshooting." | "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." | "Awful experience. You pay $$$ and have to troubleshoot everything with little help... just get redirected to help articles." | "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 Analyzify's monthly subscription cost
| Store size | ProfitMetrics | Analyzify | Littledata |
|---|---|---|---|
| 50 orders / month | $39 | $145 | $39 |
| 500 orders / month | $103 | $145 | $175 |
| 5,000 orders / month | $741 | $145 | $540 |
| 20,000 orders / month | $1018 | $225 | $1390 |
Sources: ProfitMetrics pricing, Analyzify 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
$145
+ $167
+ $300
$612
$540
None, fully managed
None, fully managed
$540
| Destination | ProfitMetrics | Analyzify | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| TikTok | ✔️ | ✔️ | |
| ✔️ | |||
| Klaviyo | ✔️ | ||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Destination Breadth = Key Differentiator
ProfitMetrics focuses on 3 core destinations — solid for Google/Meta-centric stacks, but limited if you run diversified paid channels.
Analyzify adds TikTok, making it more suitable if you're scaling on short-form video ads alongside Google/Meta.
Littledata offers the broadest coverage (9 destinations), notably adding Pinterest, Klaviyo, Segment, Attentive, and Microsoft Ads — ideal for omnichannel brands running email/SMS retention alongside multi-platform paid acquisition.
Bottom line: If your stack goes beyond Google/Meta, Littledata wins on native integrations. Analyzify suits mid-complexity stacks. ProfitMetrics is best when paired with its profit-focused analytics rather than chosen purely for tracking destinations.
ProfitMetrics vs Analyzify's solution for Google Analytics
| Feature | ProfitMetrics | Analyzify | Littledata |
|---|---|---|---|
| Product list views & clicks | |||
| Tracks clicks on product list | ✔️ | ✔️ | |
| Tracks products list as you scroll | ✔️ | ||
| Consistent product identifier in GA4 | ✔️ | ||
| 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 | ✔️ | ✔️ | |
| Includes post-purchase upsells | ✔️ | ||
| Includes recurring orders | ✔️ | ||
| Filter orders by sales channel | ✔️ | ||
| Includes refunds | ✔️ | ||
| User-provided data for improved attribution | ✔️ | ||
ProfitMetrics vs Analyzify's solution for Google Ads
| Feature | ProfitMetrics | Analyzify | 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 Analyzify's solution for Meta Ads
| Feature | ProfitMetrics | Analyzify | 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 direct from Shopify servers | ✔️ | ||
| InitiateCheckout | |||
| Includes all checkout steps | ✔️ | ||
| Tracked direct from Shopify servers | ✔️ | ||
| Purchase | |||
| Profit signal | ✔️ | ✔️ | |
| Tracked direct from Shopify servers | ✔️ | ✔️ | |
| New vs Returning conversion goals | ✔️ | ✔️ | |
| Unreliable tracking via thank you page (missing ~30%) | ✔️ | ||
| 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.