Addingwell is a fully-managed GTM server-side hosting + tooling (monitoring, adblocker bypass, Safari resilience) to improve data quality, performance and governance.

Server-side tracking and session enrichment for Shopify. Works for Facebook, Instagram, Klaviyo, Google Ads, TikTok & Pinterest.
| Feature | Addingwell | TrackBee | 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 | ✔️ |
Neither Addingwell nor TrackBee is Littledata, so here's where Littledata wins:
Addingwell is a GTM server-side hosting solution — it still relies on browser-based tag triggers, limiting its ability to capture events Shopify's servers see natively (e.g., post-purchase, subscription events). It lacks direct Shopify server-side data, no-code setup, identity resolution, or native Shopify Markets support.
TrackBee sends data directly from Shopify's servers and offers no-code setup — matching Littledata here. However, it lacks identity resolution for audience building, native Shopify Markets support, and automatic checkout step tracking.
Littledata wins on:
For a Shopify Plus brand prioritizing complete data capture and audience quality, Littledata offers the most comprehensive, Shopify-native solution.
How Addingwell and TrackBee collect, enrich and control Shopify tracking data
| Capability | Addingwell | TrackBee | 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 | ✔️ | ||
Addingwell vs TrackBee's customer reviews
| Addingwell | TrackBee | Littledata | |
|---|---|---|---|
| Example product review | 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. | "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!" | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." |
| Example support review | 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 non-existent, and responses take forever... very frustrating 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 |
Addingwell vs TrackBee's monthly subscription cost
| Store size | Addingwell | TrackBee | Littledata |
|---|---|---|---|
| 50 orders / month | $90 | $87 | $39 |
| 500 orders / month | $90 | $186 | $175 |
| 5,000 orders / month | $130 | $494 | $540 |
| 20,000 orders / month | $400 | $1401 | $1390 |
Sources: Addingwell pricing, TrackBee 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.
$130
+ $167
+ $300
$597
$494
None, fully managed
None, fully managed
$494
$540
None, fully managed
None, fully managed
$540
| Destination | Addingwell | TrackBee | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| TikTok | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| ✔️ | ✔️ | ✔️ | |
| Microsoft Ads | ✔️ | ✔️ | ✔️ |
| Snap | ✔️ | ✔️ | |
| Klaviyo | ✔️ | ✔️ | |
| Segment | ✔️ | ||
| Attentive | ✔️ |
The main difference lies in CRM/email platform integrations:
Bottom line: If your stack is ad-centric, Addingwell suffices. If email/SMS attribution matters, TrackBee or Littledata are better fits. If you use a CDP like Segment, Littledata is the only option of the three.
Addingwell vs TrackBee's solution for Google Analytics
| Feature | Addingwell | TrackBee | 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 | ✔️ | ||
Addingwell vs TrackBee's solution for Google Ads
| Feature | Addingwell | TrackBee | 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 | ✔️ | ||
Addingwell vs TrackBee's solution for Meta Ads
| Feature | Addingwell | TrackBee | Littledata |
|---|---|---|---|
| Key benefits | |||
| 100% accurate revenue in Meta | ✔️ | ✔️ | |
| Boost to Event Match Quality Score | ✔️ | ✔️ | |
| Pre-purchase audiences based on first-party data | ✔️ | ✔️ | |
| Fully automatic setup | ✔️ | ✔️ | |
| 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.