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

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 | Addingwell | Stape | Littledata |
|---|---|---|---|
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Via server-side Google Tag Manager | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ||
| Identity resolution to boost audiences | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Customer data to marketing platforms | ✔️ | ||
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
Both Addingwell and Stape use server-side Google Tag Manager, meaning they still depend on browser-side tags to initiate tracking — limiting their ability to capture server-originated Shopify events or enrich data with customer context the browser never sees.
Addingwell differentiates with managed infrastructure, monitoring, and adblocker/Safari resilience — strong for data quality but requires GTM expertise.
Stape adds a founder-led, all-in-one positioning with compliance focus, and is typically more self-serve and cost-accessible.
Neither tracks directly from Shopify's servers.
This is where Littledata wins: Its native Shopify server-side connection captures the complete customer journey — including checkout steps, post-purchase events, and customer identity — without relying on the browser. Combined with automatic no-code setup, identity resolution, Shopify Markets support, and a 30-day free trial, Littledata delivers superior data completeness for Shopify Plus brands with far less technical overhead.
How Addingwell and Stape collect, enrich and control Shopify tracking data
| Capability | Addingwell | Stape | Littledata |
|---|---|---|---|
| Setup and maintenance | |||
| Turnkey setup; no implementation cost | ✔️ | ||
| Zero ongoing maintenance | ✔️ | ||
| Data and tracking features | |||
| Server-side tracking | ✔️ | ✔️ | ✔️ |
| No-code setup (no GTM required) | ✔️ | ||
| Persistent ID | ✔️ | ||
| Session Enrichment | ✔️ | ||
| 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 Stape's customer reviews
| Addingwell | Stape | 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. | "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 | The support was very fast to answer our questions and super helpful. Just be careful to check that the events don't trigger twice. | "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 |
Addingwell vs Stape's monthly subscription cost
| Store size | Addingwell | Stape | Littledata |
|---|---|---|---|
| 50 orders / month | $90 | $40 | $39 |
| 500 orders / month | $90 | $40 | $175 |
| 5,000 orders / month | $130 | $150 | $540 |
| 20,000 orders / month | $400 | $400 | $1390 |
Sources: Addingwell 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.
$130
+ $167
+ $300
$597
$150
+ $167
+ $300
$617
$540
None, fully managed
None, fully managed
$540
| Destination | Addingwell | Stape | Littledata |
|---|---|---|---|
| Google Analytics | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | ✔️ |
| TikTok | ✔️ | ✔️ | ✔️ |
| Google Ads | ✔️ | ✔️ | ✔️ |
| ✔️ | ✔️ | ✔️ | |
| Microsoft Ads | ✔️ | ✔️ | ✔️ |
| Klaviyo | ✔️ | ✔️ | |
| Attentive | ✔️ | ✔️ | |
| Snap | ✔️ | ||
| Segment | ✔️ |
The main differentiator is email/SMS platform integrations.
Bottom line: If paid ads only → Addingwell. If email/SMS matters → Stape or Littledata. If you use Segment or need CDP flexibility → Littledata wins.
Addingwell vs Stape's solution for Google Analytics
| Feature | Addingwell | 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 | |||
| Tracked via thank you page | ✔️ | ✔️ | |
| Direct from Shopify servers | ✔️ | ||
| 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 and Stape are largely equivalent for GA4 tracking — both rely on thank you page and checkout page tracking, resulting in ~30% missing checkout data. Neither offers a meaningful advantage over the other for purchase accuracy.
Littledata is the superior choice. It tracks purchases server-side at 100% accuracy, eliminating the ~30% data loss both competitors suffer. Beyond raw accuracy, Littledata captures post-purchase upsells, recurring/subscription orders, and refunds — critical for a Shopify Plus brand. Its checkout tracking is fully server-side, compatible with checkout extensibility and accelerated checkouts (Shop Pay, etc.). Add user-provided data for better attribution and custom source/medium mapping, and Littledata delivers enterprise-grade analytics infrastructure that Addingwell and Stape simply can't match.
Addingwell vs Stape's solution for Google Ads
| Feature | Addingwell | 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 | ✔️ | ||
Addingwell vs Stape's solution for Meta Ads
| Feature | Addingwell | 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 | |||
| Unreliable tracking via checkout page (missing ~30%) | ✔️ | ||
| Includes all checkout steps | ✔️ | ||
| 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 24, 2026. Spotted something out of date? Let us know.