
The Google & YouTube Sales Channel was launched in 2023, and updated in 2026 to support server-side tracking

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 | Google & YouTube app | Fueled | Littledata |
|---|---|---|---|
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Direct from Shopify's servers | ✔️ | ✔️ | ✔️ |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Automatic tracking of checkout steps | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Identity resolution to boost audiences | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Built For Shopify | ✔️ |
Google & YouTube App is purpose-built for Google/YouTube advertising, with server-side tracking added in 2026. It's easy to set up (no code, automatic checkout tracking) but limited to Google's ecosystem.
Fueled takes a broader approach, supporting multiple platforms beyond Shopify (BigCommerce, Yotpo, Gorgias), making it stronger for multi-platform data orchestration. However, it's a newer tool and lacks a free trial.
Where Littledata wins over both: Neither is Littledata, so it's worth noting where Littledata has an edge:
How Google & YouTube app and Fueled collect, enrich and control Shopify tracking data
| Capability | Google & YouTube app | Fueled | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ✔️ | ✔️ |
| Zero ongoing maintenance | ✔️ | ✔️ | ✔️ |
| Data and tracking features | |||
| Shop app & Shop Pay | ✔️ | ✔️ | ✔️ |
| Bot protection | ✔️ | ✔️ | |
| Server-side tracking | ✔️ | ||
| No-code setup (no GTM required) | ✔️ | ||
| Persistent ID | ✔️ | ||
| Session Enrichment | ✔️ | ||
| Event Editor | ✔️ | ||
| Profit signal | ✔️ | ||
| Unlimited Shopify Markets | ✔️ | ||
| Headless / Hydrogen support | ✔️ | ||
| Subscription app tracking | ✔️ | ||
| Privacy / consent app compatible | ✔️ | ||
Google & YouTube app vs Fueled's customer reviews
| Google & YouTube app | Fueled | Littledata | |
|---|---|---|---|
| Example product review | "I have an online store that sells home decor products, but Google says that I sell products with adult content. It says I have policy issues and missing shipping information, but it's not specific or provides any further information, so it's impossible to fix without knowing what's wrong. What a nightmare!" | "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 | "Google support is robotic... they keep pointing us to articles after articles to read. This has become such a big headache." | "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 |
Google & YouTube app vs Fueled's monthly subscription cost
| Store size | Google & YouTube app | Fueled | Littledata |
|---|---|---|---|
| 50 orders / month | $0 | $189 | $39 |
| 500 orders / month | $0 | $349 | $175 |
| 5,000 orders / month | $0 | $879 | $540 |
| 20,000 orders / month | $0 | $2000 | $1390 |
Sources: Fueled pricing, Littledata pricing. Prices last verified July 22, 2026.
| Destination | Google & YouTube app | Fueled | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Segment | ✔️ | ✔️ | |
| Meta Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ||
| ✔️ | |||
| Klaviyo | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Google & YouTube app is Google's native, free integration — limited to Google's own ecosystem (GA4 + Google Ads). Simple but siloed.
Fueled expands beyond Google by adding Segment and Meta Ads, making it better for multi-channel attribution and a composable data stack via Segment.
Littledata offers the broadest destination coverage — adding TikTok, Pinterest, Klaviyo, Attentive, and Microsoft Ads on top of what Fueled offers. This makes it the most comprehensive out-of-the-box server-side solution for brands running paid social across multiple platforms and relying on email/SMS marketing attribution.
Bottom line: If you need cross-channel server-side tracking beyond Google, Littledata covers the most destinations natively without custom engineering.
Google & YouTube app vs Fueled's solution for Google Analytics
| Feature | Google & YouTube app | 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 refunds | ✔️ | ✔️ | |
| Filter orders by sales channel | ✔️ | ✔️ | |
| Includes recurring orders | ✔️ | ✔️ | |
| User-provided data for improved attribution | ✔️ | ✔️ | |
| Includes post-purchase upsells | ✔️ | ||
| Includes net revenue / profit | ✔️ | ||
Google & YouTube app's purchase tracking matches Fueled's in one key area — refund tracking — but Fueled pulls ahead significantly with sales channel filtering, recurring order support, and user-provided data for improved attribution, making it the stronger choice between the two.
However, neither matches Littledata, which is the clear winner overall. Littledata delivers 100% server-side purchase accuracy (vs. the ~30% checkout data loss both others share), plus every feature Fueled offers, and adds post-purchase upsell tracking, custom source/medium mapping, and fully server-side checkout tracking compatible with checkout extensibility and accelerated checkouts — eliminating the data gaps that affect both Google & YouTube app and Fueled.
Google & YouTube app vs Fueled's solution for Google Ads
| Feature | Google & YouTube app | Fueled | 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 | ✔️ | ||

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 21, 2026. Spotted something out of date? Let us know.