
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.

Retention.com's identity resolution software helps Shopify merchants recover lost shoppers and increase Klaviyo flow revenue.
| Feature | Polar Analytics | Retention.com | Littledata |
|---|---|---|---|
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ | ✔️ |
| Founder owned and led | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| Proprietary attribution model | ✔️ | ||
| Works with platforms other than Shopify | ✔️ | ||
| 30 day free trial | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Fully automatic, no code setup | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Polar Analytics focuses on marketing reporting and attribution — it's a dashboard/analytics tool, not primarily an identity resolution or audience enrichment platform. It's strong for insights but less focused on feeding enriched data back to ad platforms.
Retention.com is closer to Littledata's lane — identity resolution and pushing customer data to marketing platforms — but is narrower in scope, focused mainly on recovering lost shoppers and boosting Klaviyo flows.
Where Littledata wins over both:
| Polar Analytics | Retention.com | 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 | "Polar's customer support is also next to none... they are well worth the price we pay." | "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 |
| Store size | Polar Analytics | Retention.com | Littledata |
|---|---|---|---|
| 50 orders / month | $400 | $500 | $39 |
| 500 orders / month | $720 | $500 | $199 |
| 5,000 orders / month | $1020 | $2000 | $449 |
| 20,000 orders / month | $2770 | $5000 | $1390 |
For an online store with 50 orders, Polar Analytics is 2.56 times more expensive than Littledata, while Retention.com is 12.82 times more expensive. At 500 orders, both Polar Analytics and Retention.com are 4.83 times more expensive than Littledata. For 5,000 orders, Polar Analytics is 2.93 times more expensive than Littledata, while Retention.com is 5.73 times more expensive. At 20,000 orders, Polar Analytics is 3.47 times more expensive than Littledata, and Retention.com is 6.26 times more expensive.
| Destination | Polar Analytics | Retention.com | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | ✔️ |
| Meta Ads | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Polar Analytics focuses on paid acquisition channels (Meta, Google, TikTok) plus Klaviyo — ideal if your priority is improving ad platform signal quality and ROAS optimization.
Retention.com sends data exclusively to Klaviyo, meaning it's purpose-built for email/SMS retention and list growth, not ad optimization.
Littledata offers the broadest destination coverage — spanning analytics (GA4), paid social, email, SMS, and data infrastructure (Segment) — making it the most versatile option if you need a unified server-side tracking layer across your entire marketing stack.
Bottom line: Choose Retention.com for Klaviyo-only retention plays, Polar for ad signal focus, or Littledata if you want maximum destination flexibility from a single server-side solution.
| Feature | Polar Analytics | Retention.com | 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 | |||
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Backwards compatible with Klaviyo templates | ✔️ | ✔️ | |
| Tracked via the checkout page | ✔️ | ||
