Insights on ecommerce search, AI-powered product discovery, and how to convert more shoppers.
AI shopping agents read your product data, not your homepage. Here's how to optimize your catalog so AI agents can find and recommend your products.
Product catalog enrichment used to require a dedicated team. Here's how mid-market merchants are doing it with a brand prompt and no extra headcount.
Learn how to objectively measure your store's search quality across 8 dimensions, what scores mean, and how to identify where your search is falling short.
A vendor-neutral comparison of the best Algolia alternatives for ecommerce search, with honest pros, cons, and pricing for each platform.
A plain-English guide to the difference between keyword and semantic search, with diagnostic queries you can run right now to find out which your store uses.
An honest comparison of XTAL Search and Searchspring (now Athos Commerce) — what changed after the merger, feature differences, and who should switch.
The definitive guide to ecommerce site search optimization, covering 12 actionable best practices to increase conversions, reduce zero-result searches, and improve the shopping experience.
A step-by-step guide to making your Shopify store's search better, from free quick wins to AI-powered search apps, no coding required.
A detailed three-way comparison of Klevu, Algolia, and XTAL Search for mid-size ecommerce stores — features, pricing, setup, and AI capabilities compared.