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

Polar is a pre-built dashboard for commerce with out-of-the-box metrics and reports to ensure your team has the insights to get their jobs done.
| Feature | Retention.com | Polar Analytics | Littledata |
|---|---|---|---|
| Identity resolution to boost audiences | ✔️ | ✔️ | ✔️ |
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Founder owned and led | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Marketing reporting | ✔️ | ||
| Proprietary attribution model | ✔️ | ||
| 30 day free trial | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Retention.com focuses narrowly on identity resolution to recover anonymous shoppers and boost Klaviyo flows — primarily a revenue recovery tool rather than a full analytics solution.
Polar Analytics offers broader marketing reporting and attribution, making it more of a BI/dashboard tool for performance insights, though it lacks deep Shopify-native data capture.
Where Littledata wins: Both competitors miss direct server-side data collection from Shopify's servers — a critical gap. Browser-based tracking (including GTM) misses checkout events, server-side transactions, and customer data invisible to the browser, resulting in incomplete customer journey tracking.
Littledata's advantages:
| Retention.com | Polar Analytics | Littledata | |
|---|---|---|---|
| Example product review | "Negative points? None so far ... Getting started was incredibly easy ... integrates smoothly with all our tools and data sources." | "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." | "Polar's customer support is also next to none... they are well worth the price we pay." | "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 |
| Store size | Retention.com | Polar Analytics | Littledata |
|---|---|---|---|
| 50 orders / month | $500 | $400 | $39 |
| 500 orders / month | $500 | $720 | $199 |
| 5,000 orders / month | $2000 | $1020 | $449 |
| 20,000 orders / month | $5000 | $2770 | $1390 |
For an online store with 50 orders, Retention.com is 28% more expensive than Polar Analytics and 1181% more than Littledata. At 500 orders, Retention.com and Polar Analytics are equal, while Littledata is 70% cheaper. With 5000 orders, Retention.com is 96% more expensive than Polar Analytics and 472% more than Littledata. At 20000 orders, Retention.com is 81% more than Polar Analytics and 527% more than Littledata. Overall, Littledata consistently offers the lowest pricing across all order volumes.
| Destination | Retention.com | Polar Analytics | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Retention.com → Klaviyo only Solely focused on email/SMS re-engagement. It identifies anonymous visitors and pushes them into Klaviyo for abandonment flows. Very narrow, single-channel destination.
Polar Analytics → Meta, Google Ads, Klaviyo, TikTok Focused on paid media signal enrichment and first-party data activation. Destinations are ad platforms + Klaviyo, optimizing attribution and ad performance.
Littledata → Broadest stack The most comprehensive — covers analytics (GA4), paid media (Meta, Google, TikTok, Pinterest, Microsoft), retention (Klaviyo, Attentive), and a data warehouse/CDP layer (Segment). Best suited if you need clean server-side data flowing across your entire martech stack, not just ad platforms.
Bottom line: Littledata wins on destination breadth; Polar on paid media focus; Retention.com on email identity resolution.
| Feature | Retention.com | Polar Analytics | Littledata |
|---|---|---|---|
| Identity resolution | |||
| Never adds new emails to your marketing list | ✔️ | ✔️ | |
| Uses other marketing channel cookies to boost identity | ✔️ | ✔️ | |
| Docs on how an end-user can opt out for GDPR / CCPA | ✔️ | ||
| Backstitches Klaviyo profile onto previous customer events | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| 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 | ✔️ | ✔️ | |
| Reliable via Shopify's servers | ✔️ | ||
| Enriched product info (e.g. category) | ✔️ | ||
| Target the whole contents of the cart | ✔️ | ||
| Checkout Started trigger | |||
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Tracked via the checkout page | ✔️ | ||
