
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.

Fueled is a new tool for collecting and organizing 1st-party eCommerce customer data across the sales and marketing tools you love. Shopify, BigCommerce, Yotpo, Gorgias...We capture data from all of these channels, so that you can use it wherever and how ever you want.
| Feature | ProfitMetrics | Fueled | Littledata |
|---|---|---|---|
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Direct from Shopify's servers | ✔️ | ✔️ | ✔️ |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| 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 analytics, tracking POAS® rather than revenue — ideal if your primary need is profitability reporting and ad spend optimization.
Fueled focuses on 1st-party customer data collection and distribution across your marketing stack (Shopify, BigCommerce, Yotpo, Gorgias), making it more of a data pipeline tool.
Both share server-side data collection, cross-platform support, and founder-led ownership — so infrastructure-wise they're comparable.
Where Littledata wins over both: Neither ProfitMetrics nor Fueled offers a 30-day free trial, identity resolution to boost ad audiences, fully automatic no-code setup, native Shopify Markets support, or automatic checkout step tracking — all areas where Littledata leads.
Since both do pull direct from Shopify's servers, the server-side data quality advantage is shared — but Littledata's identity resolution and automatic audience enrichment give it a meaningful edge for ecommerce tracking completeness.
How ProfitMetrics and Fueled collect, enrich and control Shopify tracking data
| Capability | ProfitMetrics | Fueled | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ✔️ | ✔️ |
| Zero ongoing maintenance | ✔️ | ✔️ | ✔️ |
| Data and tracking features | |||
| Bot protection | ✔️ | ✔️ | ✔️ |
| Server-side tracking | ✔️ | ✔️ | |
| Profit signal | ✔️ | ✔️ | |
| Privacy / consent app compatible | ✔️ | ✔️ | |
| 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 Fueled's customer reviews
| ProfitMetrics | Fueled | 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." | "It's disheartening to hear about the app developer's refusal to enable enhanced conversion tracking without additional charges... It almost seems like price gouging for Shopify merchants to compensate for losses from the BigCommerce side." | "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." | "Customer support is non-existent, and responses take forever... very frustrating experience overall." | "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 Fueled's monthly subscription cost
| Store size | ProfitMetrics | Fueled | Littledata |
|---|---|---|---|
| 50 orders / month | $39 | $189 | $39 |
| 500 orders / month | $103 | $349 | $175 |
| 5,000 orders / month | $741 | $879 | $540 |
| 20,000 orders / month | $1018 | $2000 | $1390 |
Sources: ProfitMetrics pricing, Fueled pricing, Littledata pricing. Prices last verified August 13, 2026.
| Destination | ProfitMetrics | Fueled | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Segment | ✔️ | ✔️ | |
| TikTok | ✔️ | ||
| ✔️ | |||
| Klaviyo | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
ProfitMetrics focuses on profit-based tracking — it sends cost/margin data alongside conversions, so your ad platforms optimize on actual profit, not just revenue.
Fueled adds Segment as a middleware destination, enabling a flexible data pipeline to route clean server-side events to any downstream tool beyond the core ad platforms.
Littledata offers the broadest native destination coverage — uniquely including TikTok, Pinterest, Klaviyo, Attentive, and Microsoft Ads out of the box, making it the strongest choice if you run multi-channel paid media and need server-side signals flowing into retention/SMS tools without custom engineering.
Bottom line: ProfitMetrics = profit optimization; Fueled = pipeline flexibility; Littledata = widest multi-channel coverage.
ProfitMetrics vs Fueled's solution for Google Analytics
| Feature | ProfitMetrics | Fueled | Littledata |
|---|---|---|---|
| Product list views & clicks | |||
| Tracks products list as you scroll | ✔️ | ||
| Tracks clicks on product list | ✔️ | ||
| 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 | ✔️ | ✔️ | |
| Filter orders by sales channel | ✔️ | ✔️ | |
| Includes recurring orders | ✔️ | ✔️ | |
| User-provided data for improved attribution | ✔️ | ✔️ | |
| Includes post-purchase upsells | ✔️ | ||
| Includes refunds | ✔️ | ||
ProfitMetrics vs Fueled's solution for Google Ads
| Feature | ProfitMetrics | Fueled | 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 Fueled's solution for Meta Ads
| Feature | ProfitMetrics | Fueled | 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 | |||
| Includes all checkout steps | ✔️ | ✔️ | |
| Unreliable tracking via checkout page (missing ~30%) | ✔️ | ||
| 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.