
Retention.com's identity resolution software helps Shopify merchants recover lost shoppers and increase Klaviyo flow revenue.
Addingwell is a fully-managed GTM server-side hosting + tooling (monitoring, adblocker bypass, Safari resilience) to improve data quality, performance and governance.
| Feature | Retention.com | Addingwell | Littledata |
|---|---|---|---|
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Customer data to marketing platforms | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Via server-side Google Tag Manager | ✔️ | ||
| 30 day free trial | ✔️ | ||
| Founder owned and led | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ | ||
| Built For Shopify | ✔️ |
Retention.com focuses on identity resolution to recover anonymous shoppers and boost Klaviyo flows — useful for email/SMS retargeting but not a full data pipeline solution.
Addingwell is server-side GTM hosting, improving tag performance and data quality — but still fundamentally browser-dependent for event initiation.
Where Littledata wins over both:
Neither competitor pulls data directly from Shopify's servers. This is a critical gap:
Littledata's server-side Shopify connection captures events the browser never sees (checkout steps, order updates, subscriptions), with no-code setup, native Shopify Markets support, and a 30-day free trial — making it the stronger choice for a Shopify Plus brand prioritizing data completeness and audience enrichment.
Retention.com vs Addingwell's customer reviews
| Retention.com | Addingwell | 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. | "We were having difficulties with accurate and consistent revenue attribution...With Littledata implemented, we now get consistent and accurate revenue attribution." | |
| Example support review | "Unfortunately, the team... very high employee turnover; it can be really frustrating to have to re-explain things to new reps." | 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 |
Retention.com vs Addingwell's monthly subscription cost
| Store size | Retention.com | Addingwell | Littledata |
|---|---|---|---|
| 50 orders / month | $500 | $90 | $39 |
| 500 orders / month | $500 | $90 | $175 |
| 5,000 orders / month | $2000 | $130 | $540 |
| 20,000 orders / month | $5000 | $400 | $1390 |
Sources: Addingwell 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.
$2000
None, fully managed
None, fully managed
$2000
$130
+ $167
+ $300
$597
$540
None, fully managed
None, fully managed
$540
| Destination | Retention.com | Addingwell | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ✔️ | |
| Meta Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| ✔️ | ✔️ | ||
| Microsoft Ads | ✔️ | ✔️ | |
| Snap | ✔️ | ||
| Segment | ✔️ | ||
| Attentive | ✔️ |
Retention.com focuses solely on Klaviyo, making it a specialized email/SMS identity resolution tool rather than a true multi-channel tracking solution.
Addingwell covers paid media platforms (Meta, Google Ads, TikTok, Pinterest, Snap, Microsoft) plus GA4 — ideal if your priority is improving ad platform signal quality and ROAS.
Littledata offers the broadest destination mix, combining paid media, analytics (GA4), and owned marketing channels (Klaviyo, Attentive, Segment) — making it the most comprehensive server-side solution if you need a single pipeline feeding both your ad platforms and your CRM/CDP stack simultaneously.
Bottom line: Retention.com = identity resolution; Addingwell = paid media focus; Littledata = full-funnel coverage across paid, analytics, and owned channels.

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.