Product discovery, argued from the facts.

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.

Jake Casto•Aug 5, 2026•17 min read

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.

Jake Casto•Aug 5, 2026•15 min read

Searchspring is now an Athos Commerce product, with legacy platforms retiring from 2027. Compare the 8 best Searchspring alternatives for Shopify Plus.

Jake Casto•Aug 5, 2026•17 min read

Syte is now Syte by Nayax after a payments-company acquisition, with a POS-led roadmap. Compare the 8 best Syte alternatives for Shopify Plus.

Jake Casto•Aug 5, 2026•17 min read

ViSenze is an API-first visual search vendor now owned by Rezolve AI. Compare the 8 best ViSenze alternatives for Shopify Plus on price, features, and reviews.

Jake Casto•Aug 5, 2026•16 min read

Klevu now runs under Athos Commerce, with legacy platforms set to retire from 2027. Compare the 8 best Klevu alternatives for Shopify Plus on price, features, and real reviews.

Jake Casto•Aug 4, 2026•16 min read

At $10M+ on Shopify Plus, search is a revenue system. Here is the evaluation framework merchandisers and ecom leads use to pick the right AI search platform.

Jake Casto•Jul 22, 2026•16 min read

Fashion merchandising on Shopify Plus means more than drag-and-drop. Here is how to evaluate platforms that handle visual discovery, margin-aware ranking, and seasonal velocity.

Deb Mukherjee•Jul 22, 2026•17 min read

Expanding internationally on Shopify Plus? Here is what your product discovery stack needs to handle multiple markets, currencies, and languages without multiplying your infrastructure.

Jake Casto•Jul 22, 2026•15 min read

Visual search lets shoppers find products by image instead of keywords. Data from Google, Pinterest, and eBay research shows how it works, where it converts, and what Shopify merchants need to implement it.

Deb Mukherjee•Jul 21, 2026•7 min read

Compare 15 ecommerce personalization platforms by use case, pricing model, and AI capabilities. Data-backed rankings updated for 2026.

Deb Mukherjee•Jul 21, 2026•12 min read

54% of ecommerce sites display the default product image regardless of search query. A 10-minute audit reveals your store's score, plus the architecture that fixes variant thumbnail mismatch.

Jake Casto•Jul 10, 2026•10 min read