
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.

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 | Fueled | Stape | Littledata |
|---|---|---|---|
| Founder owned and led | ✔️ | ✔️ | ✔️ |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Customer data to marketing platforms | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| 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 | ✔️ |
Fueled vs Stape for Shopify Plus:
Fueled pulls data directly from Shopify's servers and distributes it across multiple marketing platforms, making it a strong multi-platform data hub. However, it's a newer tool with less proven track record.
Stape operates via server-side Google Tag Manager, which — despite being "server-side" — still fundamentally relies on browser-based tag triggers. This limits its ability to capture events the browser doesn't see and restricts enrichment with full customer data.
Where Littledata wins over both:
Littledata pulls directly from Shopify's servers (like Fueled), but goes further with:
For a Shopify Plus brand prioritizing complete, enriched customer journey data with minimal technical overhead, Littledata is the strongest fit.
How Fueled and Stape collect, enrich and control Shopify tracking data
| Capability | Fueled | Stape | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ✔️ | |
| Zero ongoing maintenance | ✔️ | ✔️ | |
| No-code setup (no GTM required) | ✔️ | ✔️ | |
| Data and tracking features | |||
| Bot protection | ✔️ | ✔️ | |
| Shop app & Shop Pay | ✔️ | ✔️ | |
| Server-side tracking | ✔️ | ✔️ | |
| Persistent ID | ✔️ | ||
| Event Editor | ✔️ | ||
| Profit signal | ✔️ | ||
| Unlimited Shopify Markets | ✔️ | ||
| Headless / Hydrogen support | ✔️ | ||
| Subscription app tracking | ✔️ | ||
| Privacy / consent app compatible | ✔️ | ||
Fueled vs Stape's customer reviews
| Fueled | Stape | Littledata | |
|---|---|---|---|
| Example product review | "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." | "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 | "Customer support is non-existent, and responses take forever... very frustrating experience overall." | "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 |
Fueled vs Stape's monthly subscription cost
| Store size | Fueled | Stape | Littledata |
|---|---|---|---|
| 50 orders / month | $189 | $40 | $39 |
| 500 orders / month | $349 | $40 | $175 |
| 5,000 orders / month | $879 | $150 | $540 |
| 20,000 orders / month | $2000 | $400 | $1390 |
Sources: Fueled pricing, Stape pricing, Littledata pricing. Prices last verified July 22, 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.
$879
None, fully managed
None, fully managed
$879
$150
+ $167
+ $300
$617
$540
None, fully managed
None, fully managed
$540
| Destination | Fueled | Stape | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Segment | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Microsoft Ads | ✔️ | ✔️ |
The core difference lies in breadth and focus:
Fueled offers the fewest destinations (4), positioning itself as a premium, high-touch implementation partner rather than a self-serve platform. Best for GA4/Segment-centric stacks.
Stape covers 8 destinations with strong paid social and retention channel coverage (TikTok, Klaviyo, Attentive), making it versatile for performance marketers.
Littledata matches Stape's destinations but adds Segment, giving it the widest coverage (9). This makes it the strongest choice if you need both a CDP layer and multi-channel ad/retention tracking in one solution.
If Segment integration is critical to your stack, Littledata has a clear edge over Stape.
Fueled vs Stape's solution for Google Analytics
| Feature | Fueled | 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 | ✔️ | ✔️ | |
| Filter orders by sales channel | ✔️ | ✔️ | |
| Includes recurring orders | ✔️ | ✔️ | |
| User-provided data for improved attribution | ✔️ | ✔️ | |
| Tracked via thank you page | ✔️ | ||
| Includes post-purchase upsells | ✔️ | ||
| Includes refunds | ✔️ | ||
| Custom mapping to a source / medium | ✔️ | ||
Fueled vs Stape: Fueled's purchase tracking is significantly stronger — firing directly from Shopify's servers ensures near-complete order capture, while Stape relies on the thank-you page, which suffers from ad blockers, browser restrictions, and early exits. Fueled also adds recurring order tracking, sales channel filtering, and user-provided data for better attribution — none of which Stape offers.
Both lose to Littledata: Littledata delivers 100% server-side accuracy across purchases and all checkout steps, covers post-purchase upsells, refunds, recurring orders, sales channel filtering, user-provided data, and custom source/medium mapping. Its checkout tracking is fully compatible with checkout extensibility and accelerated checkouts — making it the most complete, reliable GA4 solution for a Shopify Plus brand.
Fueled vs Stape's solution for Google Ads
| Feature | Fueled | Stape | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Unreliable tracking via thank you page (missing ~30%) | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ||
| Real-time tracking of Enhanced Conversions | ✔️ | ||
| Fully automatic setup | ✔️ | ||
| New vs Returning conversions | ✔️ | ||
| Profit signal | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||
Fueled vs Stape's solution for Meta Ads
| Feature | Fueled | 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 | |||
| Includes all checkout steps | ✔️ | ✔️ | |
| Unreliable tracking via checkout page (missing ~30%) | ✔️ | ✔️ | |
| Tracked direct from Shopify servers | ✔️ | ||
| Purchase | |||
| Tracked direct from Shopify servers | ✔️ | ✔️ | ✔️ |
| New vs Returning conversion goals | ✔️ | ✔️ | |
| Includes post-purchase upsells | ✔️ | ||
| No-code custom conversions | ✔️ | ||
| Profit signal | ✔️ | ||
| 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 5, 2026. Spotted something out of date? Let us know.