
Server-side tracking and session enrichment for Shopify. Works for Facebook, Instagram, Klaviyo, Google Ads, TikTok & Pinterest.
Addingwell is a fully-managed GTM server-side hosting + tooling (monitoring, adblocker bypass, Safari resilience) to improve data quality, performance and governance.
| Feature | TrackBee | Addingwell | Littledata |
|---|---|---|---|
| 30 day free trial | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| Customer data to marketing platforms | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Via server-side Google Tag Manager | ✔️ | ||
| Identity resolution to boost audiences | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
TrackBee vs Addingwell:
TrackBee is Shopify-native with no-code setup, server-side tracking direct from Shopify's servers, and pushes enriched customer data to Meta, Google, TikTok, Klaviyo, and Pinterest. Simple, founder-led, with a free trial.
Addingwell is platform-agnostic, built around server-side Google Tag Manager hosting. While it adds monitoring and adblocker bypass, GTM still depends on browser-side tags to initiate events — meaning it can't capture what the browser misses or fully enrich events with Shopify customer data.
Where Littledata wins both:
Neither TrackBee nor Addingwell is Littledata. Littledata pulls data direct from Shopify's servers like TrackBee, but goes further with identity resolution to boost retargeting audiences, native Shopify Markets support, and automatic checkout step tracking — critical for funnel analysis. Unlike Addingwell's GTM dependency, Littledata captures the complete customer journey, including server-side events the browser never sees.
How TrackBee and Addingwell collect, enrich and control Shopify tracking data
| Capability | TrackBee | Addingwell | 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 | ✔️ | ✔️ | ✔️ |
| No-code setup (no GTM required) | ✔️ | ✔️ | |
| Session Enrichment | ✔️ | ✔️ | |
| Persistent ID | ✔️ | ||
| Event Editor | ✔️ | ||
| Profit signal | ✔️ | ||
| Bot protection | ✔️ | ||
| Unlimited Shopify Markets | ✔️ | ||
| Headless / Hydrogen support | ✔️ | ||
| Subscription app tracking | ✔️ | ||
| Privacy / consent app compatible | ✔️ | ||
| Shop app & Shop Pay | ✔️ | ||
TrackBee vs Addingwell's customer reviews
| TrackBee | Addingwell | Littledata | |
|---|---|---|---|
| Example product review | "Great tool, use it several month to enrich my tracking data to increase performance. It works well... Finally my tracking is accurate, also performance increased!" | Setup took just a few seconds, and it works right away. All my pixels from GTM are now server-side and perfectly connected. So much money saved on ads. | "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." | The support was very fast to answer our questions and super helpful. Just be careful to check that the events don't trigger twice. | "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 |
TrackBee vs Addingwell's monthly subscription cost
| Store size | TrackBee | Addingwell | Littledata |
|---|---|---|---|
| 50 orders / month | $87 | $90 | $39 |
| 500 orders / month | $186 | $90 | $175 |
| 5,000 orders / month | $494 | $130 | $540 |
| 20,000 orders / month | $1401 | $400 | $1390 |
Sources: TrackBee pricing, Addingwell 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.
$494
None, fully managed
None, fully managed
$494
$130
+ $167
+ $300
$597
$540
None, fully managed
None, fully managed
$540
| Destination | TrackBee | Addingwell | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| TikTok | ✔️ | ✔️ | ✔️ |
| ✔️ | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | ✔️ |
| Microsoft Ads | ✔️ | ✔️ | ✔️ |
| Klaviyo | ✔️ | ✔️ | |
| Snap | ✔️ | ✔️ | |
| Segment | ✔️ | ||
| Attentive | ✔️ |
The key differentiator is Klaviyo and Segment/Attentive support.
TrackBee and Littledata both support Klaviyo, making them stronger for email marketing attribution. Littledata goes further by adding Segment (a CDP, enabling data routing to 400+ tools) and Attentive (SMS marketing), making it the most extensible option for a mature martech stack.
Addingwell lacks Klaviyo integration, which is a notable gap for Shopify brands heavily reliant on email revenue attribution.
If your stack is email/SMS-heavy and you want flexibility, Littledata offers the broadest destination coverage. If simplicity is the priority, TrackBee covers the essentials including Klaviyo without the added complexity.
TrackBee vs Addingwell's solution for Google Analytics
| Feature | TrackBee | Addingwell | 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 | ✔️ | ✔️ | |
| Tracked via thank you page | ✔️ | ||
| Includes post-purchase upsells | ✔️ | ||
| Includes recurring orders | ✔️ | ||
| Filter orders by sales channel | ✔️ | ||
| Includes refunds | ✔️ | ||
| User-provided data for improved attribution | ✔️ | ||
| Includes net revenue / profit | ✔️ | ||
TrackBee vs Addingwell's solution for Google Ads
| Feature | TrackBee | Addingwell | Littledata |
|---|---|---|---|
| Google Ads Conversions | |||
| Fully automatic setup | ✔️ | ✔️ | |
| Tracked direct from Shopify's servers | ✔️ | ✔️ | |
| Unreliable tracking via thank you page (missing ~30%) | ✔️ | ||
| Real-time tracking of Enhanced Conversions | ✔️ | ||
| New vs Returning conversions | ✔️ | ||
| Profit signal | ✔️ | ||
| Full Shopify Markets support | ✔️ | ||
TrackBee vs Addingwell's solution for Meta Ads
| Feature | TrackBee | Addingwell | Littledata |
|---|---|---|---|
| Key benefits | |||
| Boost to Event Match Quality Score | ✔️ | ✔️ | |
| Pre-purchase audiences based on first-party data | ✔️ | ✔️ | |
| Fully automatic setup | ✔️ | ✔️ | |
| 100% accurate revenue in Meta | ✔️ | ✔️ | |
| Target subscriptions vs one-time purchases | ✔️ | ||
| 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 | ✔️ | ✔️ | ✔️ |
| Includes post-purchase upsells | ✔️ | ||
| No-code custom conversions | ✔️ | ||
| New vs Returning conversion goals | ✔️ | ||
| 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 13, 2026. Spotted something out of date? Let us know.