
Retention.com's identity resolution software helps Shopify merchants recover lost shoppers and increase Klaviyo flow revenue.

Say goodbye to siloed and inaccurate data that is slowing you down. Centralize your analytics, sales and marketing platform data, enabling faster, data-driven decisions.
| Feature | Retention.com | Upstack Data | Littledata |
|---|---|---|---|
| Identity resolution to boost audiences | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| 30 day free trial | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Marketing reporting | ✔️ | ||
| Proprietary attribution model | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Retention.com focuses narrowly on identity resolution to recover anonymous shoppers and boost Klaviyo flows — strong for email recovery, but limited in broader analytics and attribution.
Upstack Data offers wider coverage: marketing reporting, proprietary attribution, and multi-platform data centralization — more of a full analytics suite, with no-code setup and a 30-day trial.
Where Littledata wins over both:
Retention.com lacks direct Shopify server-side data collection, no-code setup, and checkout step tracking. Upstack Data, while broader, doesn't natively support Shopify Markets or automatic checkout tracking.
Neither pulls directly from Shopify's servers like Littledata does. This is critical — browser-based tracking misses server-side events, incomplete checkout data, and customer enrichment that only server-side collection captures. GTM and browser tags simply can't replicate this.
Littledata also adds native Shopify Markets support — essential for Shopify Plus brands selling internationally — which neither competitor offers.
Retention.com vs Upstack Data's customer reviews
| Retention.com | Upstack Data | Littledata | |
|---|---|---|---|
| Example product review | "After testing a number of platforms...absolutely no regrets. Michael has a truly deep technical knowledge...Event Quality Match scores in meta increase, adding reliable NC purchase, NC CPA and NC ROAS metrics in ad manager is massively helpful as we're very focused on optimizing for NC..." | "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." | "Support is second to none... any issues we've had Michael has arranged a call immediately to diagnose the issue." | "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 Upstack Data's monthly subscription cost
| Store size | Retention.com | Upstack Data | Littledata |
|---|---|---|---|
| 50 orders / month | $500 | $149 | $39 |
| 500 orders / month | $500 | $149 | $175 |
| 5,000 orders / month | $2000 | $699 | $540 |
| 20,000 orders / month | $5000 | $1699 | $1390 |
Sources: Upstack Data pricing, Littledata pricing. Prices last verified July 22, 2026.
| Destination | Retention.com | Upstack Data | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Retention.com is primarily an identity resolution / list-growth tool — its Klaviyo destination focuses on recovering anonymous visitors as email contacts, not broad ad-platform signal enrichment.
Upstack Data covers the core paid media stack (Meta, TikTok, Google Ads) plus Klaviyo, emphasizing server-side conversion API firing to improve ad attribution and audience matching.
Littledata offers the widest destination coverage — adding Google Analytics, Pinterest, Segment, Attentive, and Microsoft Ads — making it the strongest choice if you need a centralized server-side data layer feeding both analytics and multiple ad/retention platforms simultaneously.
Bottom line: Retention.com = identity/email growth; Upstack = paid media signals; Littledata = broadest multi-destination server-side tracking suite.
Retention.com vs Upstack Data's solution for Klaviyo
| Feature | Retention.com | Upstack Data | Littledata |
|---|---|---|---|
| Identity resolution | |||
| Never adds emails to your list without consent | ✔️ | ✔️ | |
| Uses other marketing channel cookies to boost identity | ✔️ | ||
| Backstitches Klaviyo profile onto previous customer events | ✔️ | ||
| Viewed Product trigger | |||
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
| Tracked client-side | ✔️ | ||
| Tracked server-side | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Added to Cart trigger | |||
| Unreliable tracking of button clicks | ✔️ | ✔️ | |
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
| Direct from Shopify servers | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Target the whole contents of the cart | ✔️ | ||
| Checkout Started trigger | |||
| Tracked via the checkout page | ✔️ | ✔️ | |
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
| Direct from Shopify servers | ✔️ | ||

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 1, 2026. Spotted something out of date? Let us know.