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

Shopify has a built in free connector for Analytics and Ads as part of the Google & YouTube Sales Channel. This was built in 2023 and is maintained by Shopify.
| Feature | Retention.com | Google Sales Channel | Littledata |
|---|---|---|---|
| Customer data to marketing platforms | ✔️ | ✔️ | ✔️ |
| Identity resolution to boost audiences | ✔️ | ✔️ | |
| 30 day free trial | ✔️ | ✔️ | |
| Fully automatic, no code setup | ✔️ | ✔️ | |
| Works with platforms other than Shopify | ✔️ | ||
| Founder owned and led | ✔️ | ||
| Direct from Shopify's servers | ✔️ | ||
| Natively supports Shopify Markets | ✔️ | ||
| Automatic tracking of checkout steps | ✔️ |
Retention.com focuses on identity resolution to recover lost shoppers and boost Klaviyo audiences — but it's primarily a Shopify email recovery tool, not a full analytics/tracking solution. It doesn't offer automatic setup or a free trial.
Google Sales Channel is free and auto-installs, making it easy for basic Google Ads/Analytics connectivity. However, it relies on browser-side tracking, meaning it misses server-side events and can't enrich data with full customer context.
Littledata wins because it combines the best of both: identity resolution and complete server-side tracking sent directly from Shopify's servers — something neither competitor offers. This means no missed checkout steps, no gaps from ad blockers or browser limitations, and richer customer data flowing to your marketing platforms. Add native Shopify Markets support, automatic no-code setup, and a 30-day free trial, and Littledata delivers enterprise-grade data accuracy without the complexity.
| Retention.com | Google Sales Channel | Littledata | |
|---|---|---|---|
| Example product review | "I have an online store that sells home decor products, but Google says that I sell products with adult content. It says I have policy issues and missing shipping information, but it's not specific or provides any further information, so it's impossible to fix without knowing what's wrong. What a nightmare!" | "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." | "Google support is robotic... they keep pointing us to articles after articles to read. This has become such a big headache." | "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 | Google Sales Channel | Littledata |
|---|---|---|---|
| 50 orders / month | $500 | $0 | $39 |
| 500 orders / month | $500 | $0 | $199 |
| 5,000 orders / month | $2000 | $0 | $449 |
| 20,000 orders / month | $5000 | $0 | $1390 |
For an online store with 50 orders, Retention.com is 1,200% more expensive than Littledata, while Google Sales Channel is free. At 500 orders, Retention.com and Google Sales Channel are equal, but Littledata is 70% cheaper than both. With 5,000 orders, Retention.com is 471% more than Littledata, while Google Sales Channel remains free. At 20,000 orders, Retention.com is 527% more than Littledata, and Google Sales Channel continues to have no cost.
| Destination | Retention.com | Google Sales Channel | Littledata |
|---|---|---|---|
| Klaviyo | ✔️ | ✔️ | |
| Google Analytics | ✔️ | ✔️ | |
| Google Ads | ✔️ | ✔️ | |
| Meta Ads | ✔️ | ||
| TikTok | ✔️ | ||
| ✔️ | |||
| Segment | ✔️ | ||
| Attentive | ✔️ | ||
| Microsoft Ads | ✔️ |
Retention.com → Klaviyo Focused on identity resolution — it identifies anonymous visitors and pushes enriched customer profiles/events to Klaviyo for email/SMS retargeting. It's about who is on your site.
Google Sales Channel → GA4 + Google Ads Native Shopify integration syncing product catalog, conversions, and audience data directly into Google's ecosystem. Limited to Google properties only.
Littledata → Broad multi-destination A server-side tracking infrastructure that fixes attribution across your entire marketing stack — accurately capturing checkout events, subscriptions, and customer journeys and routing clean, deduplicated data to GA4, Meta, TikTok, Klaviyo, Segment, and more.
Bottom line: Retention.com = identity/email enrichment. Google Sales Channel = Google-only native sync. Littledata = full-funnel server-side tracking across your entire martech stack.
