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

Get full transparency into your profitability. ProfitMetrics lets you track, report, and optimize marketing based on profit and POAS® — Profit on Ad Spend — instead of revenue.
| Feature | Retention.com | ProfitMetrics | Littledata |
|---|---|---|---|
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ✔️ | |
| Founder owned and led | ✔️ | ✔️ | |
| Direct from Shopify's servers | ✔️ | ✔️ | |
| Marketing reporting | ✔️ | ||
| 30 day free trial | ✔️ | ||
| 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 email flows — strong for list growth but not a reporting/analytics tool.
ProfitMetrics focuses on profit-based marketing reporting (POAS®), helping you optimize ad spend by profitability rather than revenue — but lacks identity resolution capabilities.
Neither is Littledata, so here's where Littledata wins both:
Retention.com vs ProfitMetrics's customer reviews
| Retention.com | ProfitMetrics | Littledata | |
|---|---|---|---|
| Example product review | "I waited another two weeks. Nothing. Only replies when I followed up myself. After about a month and a half of waiting in their support queue, I’d had enough. I uninstalled the app and removed all their scripts… but even now, I still see their script showing up in my orders." | "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." | "Very complicated app, poor support – a frustrating experience... completely unprofessional, overly complicated, and really poor communication." | "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 ProfitMetrics's monthly subscription cost
| Store size | Retention.com | ProfitMetrics | Littledata |
|---|---|---|---|
| 50 orders / month | $500 | $39 | $39 |
| 500 orders / month | $500 | $103 | $175 |
| 5,000 orders / month | $2000 | $741 | $540 |
| 20,000 orders / month | $5000 | $1018 | $1390 |
Sources: ProfitMetrics pricing, Littledata pricing. Prices last verified August 13, 2026.
| Destination | Retention.com | ProfitMetrics | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ✔️ | |
| Meta Ads | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| TikTok | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Retention.com → Klaviyo Focused purely on identity resolution — it identifies anonymous visitors and pushes them into Klaviyo for email/SMS remarketing. It's a list-building and abandonment recovery tool, not a measurement platform.
ProfitMetrics → GA, Meta, Google Ads Focuses on profit-based tracking — it enriches conversion data with actual margin/COGS before sending to ad platforms and analytics. The goal is optimizing campaigns on profitability, not just revenue.
Littledata → GA, Meta, TikTok, Pinterest, Klaviyo, Google Ads, Segment, Attentive, Microsoft Ads A broad server-side data pipeline — accurately captures and routes Shopify event data across the widest destination ecosystem. It's infrastructure-focused, solving attribution accuracy and data completeness across paid, owned, and analytics channels simultaneously.

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 13, 2026. Spotted something out of date? Let us know.