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Retention.com's identity resolution software helps Shopify merchants recover lost shoppers and increase Klaviyo flow revenue.
| Feature | Upstack Data | Retention.com | 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 | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| Proprietary attribution model | ✔️ | ||
| Works with platforms other than Shopify | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Upstack Data vs. Retention.com
Upstack Data is the broader analytics solution — centralizing marketing reporting, attribution, and customer data across platforms with a no-code Shopify setup. Retention.com focuses narrowly on identity resolution to recover lost shoppers and boost Klaviyo flows, with wider platform compatibility beyond Shopify.
Upstack suits you if you need unified reporting and attribution. Retention.com suits you if recovering anonymous shoppers for email flows is the priority.
Where Littledata wins over both:
Neither is Littledata, so Littledata holds key advantages:
Upstack Data vs Retention.com's customer reviews
| Upstack Data | Retention.com | 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 | "Support is second to none... any issues we've had Michael has arranged a call immediately to diagnose the issue." | "Unfortunately, the team... very high employee turnover; it can be really frustrating to have to re-explain things to new reps." | "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 |
Upstack Data vs Retention.com's monthly subscription cost
| Store size | Upstack Data | Retention.com | Littledata |
|---|---|---|---|
| 50 orders / month | $149 | $500 | $39 |
| 500 orders / month | $149 | $500 | $175 |
| 5,000 orders / month | $699 | $2000 | $540 |
| 20,000 orders / month | $1699 | $5000 | $1390 |
Sources: Upstack Data pricing, Littledata pricing. Prices last verified July 22, 2026.
| Destination | Upstack Data | Retention.com | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Upstack Data focuses on paid acquisition channels (Meta, TikTok, Google Ads) plus Klaviyo — ideal if your priority is ad signal accuracy and retention marketing.
Retention.com is narrowly focused on Klaviyo only, positioning it more as an identity resolution/list-building tool than a true multi-destination tracking solution.
Littledata offers the broadest destination coverage — adding Google Analytics, Pinterest, Segment, Attentive, and Microsoft Ads — making it the most versatile for brands wanting a unified data layer across analytics, paid media, and owned marketing channels simultaneously.
Bottom line: Littledata wins on breadth, Upstack Data balances ad performance with retention, and Retention.com is essentially a Klaviyo-specific solution rather than a comprehensive server-side tracking platform.
Upstack Data vs Retention.com's solution for Klaviyo
| Feature | Upstack Data | Retention.com | 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.