The Ecomm Analyst

Glew is one of the older tools in e-commerce reporting, and it’s still useful for brands that want a single place to see profit, inventory turn, and customer reports without building it themselves. The complaints I hear about Glew tend to be about UI age, integration gaps with newer platforms, and pricing that isn’t as transparent as it used to be.

If you’re shopping for alternatives, the right one depends on which part of Glew you were leaning on most.

Polar Analytics

Polar is the closest modern peer in the broader e-commerce analytics category. It covers profit reporting, ad performance, cohort analysis, and inventory views in one dashboard, with a stronger UI than Glew and more current platform integrations. Brands tend to switch from Glew to Polar when the ops team wants a tool that looks and feels current. The trade-off is that Polar’s pricing scales with revenue, so larger brands sometimes find it more expensive at the top end than Glew was.

Triple Whale

Triple Whale leans further toward the paid media side than Glew did, but it does have a usable profit module inside the dashboard. If you used Glew mainly for blended ROAS and contribution margin tracking next to ad performance, Triple Whale handles that overlap better than Polar. If you used Glew mainly for inventory and customer reporting, TW is a worse fit.

ThoughtMetric

ThoughtMetric is what I use day to day, and it covers the reporting side of what Glew did: blended performance, channel-level attribution, custom dashboards, cohort views, and post-purchase survey data. What it doesn’t replace is the inventory and supply-side reporting Glew is known for. If profit and ad measurement were the main reason you opened Glew, ThoughtMetric handles that with cleaner attribution. If you were running it primarily as your inventory dashboard, this isn’t the tool.

Cogsy or Inventory Planner

For brands where Glew was effectively the inventory layer, the right move is usually an actual inventory tool rather than another analytics platform. Inventory Planner and Cogsy both do better demand forecasting than Glew ever did, and they integrate cleanly with Shopify. NetSuite is the heavier option for brands that have outgrown Shopify’s ops layer entirely. Pair one of those with a separate reporting tool and you’ll have a cleaner stack than Glew tried to be.

Looker Studio

If Glew was effectively your BI tool because you didn’t have one, the long-term answer is usually a real one. Looker Studio is free and connects to most e-commerce data sources through paid connectors. The work isn’t in the visualization, it’s in getting clean profit and inventory data into the warehouse first.

How to choose

• If you want a current-feeling version of what Glew did, Polar.
• If your use was mostly ad performance and contribution margin, Triple Whale.
• If your use was attribution and reporting, ThoughtMetric is a cheaper fit.
• If you needed Glew for inventory planning, replace it with a real inventory tool.
• If you needed Glew because you didn’t have a BI layer, build one in Looker Studio.

The common mistake with Glew replacements: brands look for “an all-in-one tool like Glew but newer.” Most of the newer tools are more specialized than Glew was, and the trade-off is real. You’ll usually end up with two tools where Glew was one, but each will be sharper at its job.