Feder and Littledata: keep Littledata, check the numbers you run on.
No, Feder is not a replacement for Littledata. Keep Littledata. Feder does a different job beside it: it reads what your connected apps recorded and compares each number with your own history, so you know when one cannot be trusted.
Why would I need this?
Because the question is not what the number is. It is whether you can trust it.
Is Feder an alternative to Littledata?
No. Littledata is a Shopify app that sends accurate server-side store events to tools such as Google Analytics, Google Ads, Meta and Klaviyo. Feder does a different job: it watches the numbers your tools record and says when one cannot be trusted. Nothing here asks you to switch.
Do I need Feder if I have Littledata?
They do different jobs, so one does not stand in for the other. Keep Littledata for the job it does. Feder's job is to say when a number your tools record has gone quiet or moved outside your own history.
What does Littledata do better?
Littledata collects a store's browser and server events once, and each connected tool gets the same data.
In Littledata's words:
Littledata captures browser and server events once, then delivers the same accurate data to every destination.
Littledata | The data layer for Shopify, read 2026-11-12.Littledata tracks the store funnel from its servers and ties each order to the marketing channel that brought it in.
In Littledata's words:
Littledata tracks the full funnel server-side, with every order attributed to the channel that earned it.
Littledata | The data layer for Shopify, read 2026-11-12.Littledata sends each checkout step to GA4 on its own, so checkout conversion can be reported without extra setup.
In Littledata's words:
Littledata sends checkout steps to GA4 automatically, so you can report on checkout conversion without extra setup.
How it works: Shopify to Google Analytics, read 2026-11-12.
What can go wrong with Littledata's numbers?
Littledata leaves out Shopify POS orders by default, so in-store sales can be missing from the tools it feeds unless that default is changed.
In Littledata's words:
Shopify POS orders are excluded by default.
How it works: Shopify to Google Analytics, read 2026-11-12.Littledata waits about a minute after each order before sending it on, so new orders can take a short time to appear.
In Littledata's words:
Littledata waits about 60 seconds after an order is created before processing it.
How it works: Shopify to Google Analytics, read 2026-11-12.Littledata works alongside Google's gtag.js script, so the store still needs that script in place.
In Littledata's words:
No, Littledata does not replace the need for gtag.js.
FAQ: Shopify to Google Analytics, read 2026-11-12.
How does Feder work with Littledata?
- Feder has no connection to Littledata today, so it reads nothing from it.
- The two can run side by side: Littledata keeps doing its job, and Feder checks the numbers your other tools record against your own history.
- Feder only reads. It never changes anything in a connected app.
What should I ask about my Littledata setup?
- Which numbers on my dashboard are counted at the source, and which are modeled or estimated?
- If this number stopped counting tomorrow, who would notice, and when?
- What does a normal week look like for this number, in my own history?
Questions owners ask
- Does Feder replace Littledata?
- No. Keep Littledata. Feder sits beside it.
- Does Feder send data into Littledata?
- No. Feder only reads.
- How accurate is Feder?
- We do not publish an accuracy number yet. When there is a measured one, it will be here with how it was measured.
Where do these claims come from?
Every quoted statement about Littledata on this page comes from Littledata's own pages, quoted above with the date we read them. We read them again by 2027-05-11. If one changes, this page changes or comes down.