Product discovery, argued from the facts.
Comparisons, merchandising teardowns and field notes for Shopify Plus teams. Every claim cited, every test repeatable.
All posts 71 of 71
Stop Sending Paid Traffic to a Generic Collection Page
You paid for the click, then sent shoppers to a generic collection page. Order it by campaign, channel, or UTM source without maintaining a separate URL.
Your "Best Sellers" and "New Arrivals" Collections are Lying to You
Default "best sellers" sorts by revenue and "new arrivals" by publish date, so both hide your real winners. Here is the signal design that fixes it on Shopify Plus.
Does Ecommerce Personalization Actually Lift Revenue? An Honest Test
A balanced look at when ecommerce personalization beats a bestseller list on Shopify Plus, when it does not, and how to test the lift so you can trust it.
The Complete Guide to Filtering and Faceting on Shopify Plus
Good faceting is an editorial layer. Group, relabel, order, hide, and scope filters to how shoppers actually think. A field guide for Shopify Plus.
9 Best Algolia Alternatives for Shopify Plus (2026)
Algolia's usage pricing bills search requests and records at once. Compare the 9 best Algolia alternatives for Shopify Plus on price, features, and reviews.
8 Best Athos Commerce Alternatives for Shopify Plus (2026)
Athos Commerce merged Klevu and Searchspring, with legacy platforms retiring from 2027. Compare the 8 best alternatives for Shopify Plus on price and reviews.
8 Best Bloomreach Alternatives for Shopify Plus (2026)
Bloomreach is a six-figure enterprise commerce suite, overkill for most Shopify Plus brands. Compare 8 Bloomreach alternatives on price, features, and reviews.
8 Best Boost Alternatives for Shopify Plus (2026)
Boost is a filter-first Shopify app with a thin AI layer, GMV-scaled pricing, and an AppHub owner. Compare the 8 best Boost alternatives for Shopify Plus.
9 Best Constructor.io Alternatives for Shopify Plus (2026)
Constructor.io runs six-figure, quote-only contracts and isn't Shopify-native. Compare the 9 best Shopify Plus alternatives on price, features, and reviews.
8 Best Doofinder Alternatives for Shopify Plus (2026)
Doofinder's query-based pricing reads clearly until a usage cap forces a tier jump. Compare the 8 best Doofinder alternatives for Shopify Plus brands.
8 Best Fast Simon Alternatives for Shopify Plus (2026)
Fast Simon bills by session, and bots eat the count. Compare the 8 best Fast Simon alternatives for Shopify Plus on price, features, and reviews.
8 Best Nosto Alternatives for Shopify Plus (2026)
Nosto leads on personalization, but search is a bolted-on module and pricing scales with revenue. Compare the 8 best Nosto alternatives for Shopify Plus.