Articles and guides
Make discovery work harder.
Explore search, filtering and merchandising topics. For product configuration and troubleshooting, use the linked documentation.
Practical reading
From product data to a useful storefront.
Read about search, filtering and merchandising, then use the product documentation to plan your own configuration.
Open the setup guideA reading path
- Understand your catalogue attributes
- Choose filters around shopper decisions
- Evaluate search with representative queries
10 articles across all topics
The Complete Guide to Shopify Product Filters
Everything you need to know about product filters: why they matter, the different types, best practices for implementation, and common mistakes that hurt conversion.
· 9 min readRead article SearchHow to Reduce Zero-Result Searches on Shopify
Learn what causes zero-result searches and how to address them with typo tolerance, synonyms, and better product data.
· 6 min readRead article FiltersColor Swatches vs Dropdowns: Which Converts Better?
Compare the usability trade-offs of colour swatches and text dropdowns, and plan an evaluation for your own catalogue.
· 5 min readRead article Product DiscoveryWhy Your Shopify Store's Search Is Costing You Sales
Review common product-search problems and the signals to measure when improving discovery on your Shopify store.
· 5 min readRead article Merchandising5 Merchandising Mistakes That Cost Shopify Stores Sales
From showing out-of-stock products in prime positions to ignoring search result merchandising, these common mistakes are costing Shopify stores real revenue.
· 6 min readRead article AI & AutomationHow AI Is Changing E-Commerce Filter Configuration
Explore how AI-assisted catalogue analysis can support filter configuration, followed by merchant review and validation.
· 7 min readRead article SearchShopify Search Speed: Why Milliseconds Matter
Understand the parts of a search interaction to measure, from input and network response to visible results.
· 5 min readRead article Merchandising5 Merchandising Strategies Every Shopify Store Should Use
From boosting new arrivals to hiding out-of-stock products, these merchandising strategies can transform your search results into a revenue-driving machine.
· 6 min readRead article FiltersHow to Set Up Metafield Filters on Shopify
Metafields offer cleaner, more reliable, and more scalable filtering than tags. This technical guide covers setup, migration, and advanced metafield filtering techniques.
· 8 min readRead article TipsAI-Powered vs Manual Filter Setup: A Comparison
Compare AI-assisted and manual filter configuration across setup effort, validation, maintenance and cost.
· 5 min readRead article