Shopify Analytics
Shopify reports store and marketing activity, including channel reporting and multiple attribution models.
← All comparisons
Compare software using your store data
Shopify Analytics or Layer Insights?
Shopify should remain your order source. The question is not whether to replace Shopify. It is whether you can also explain what an order costs after ads, COGS, fulfilment and returns.
Where is the focus?
Layer Insights
Layer connects additional ad data, cost sources and observable customer journeys to Shopify orders for cross-channel decisions.
Which fits your business?
When the other platform makes sense
If your goal is store sales, orders, conversion and standard marketing reports, start with Shopify.
When to evaluate Layer
If you need to connect ads, product costs, marketplaces and retention to the same financial view, review Layer alongside Shopify.
What to validate in both demos
Compare the same order. Not two sales presentations.
- Use the same Shopify order and reporting period in both systems.
- Check which costs are really included: COGS, discounts, returns, fulfilment and ads.
- Ask which visits and channels are observed and what remains unknown because of consent or missing integrations.
- Ask what budget or product decision changes because of the result.
Common question
Is Shopify Analytics enough for a growing store?
Often yes for standard reporting. Decisions based on contribution margin across multiple systems require additional data and consistent cost definitions.
Important nuance
Shopify Analytics changes over time. Check the capabilities in your specific Shopify plan before comparing software.
Public product information: Shopify Analytics ↗Find the answer your current reporting cannot give.
A useful demo starts with one real order, its actual costs and a business decision you need to make.