StoreLens Articles
Actionable insights on Answer-Engine Optimisation, performance and Shopify growth.
September 10, 2025
Robots.txt for Shopify Stores (AEO): How to Handle LLM Crawl Bots
A practical Shopify-first guide to robots.txt from an Answer Engine Optimization perspective. Includes which LLM bots to name, safe allow/deny patterns, and a compact FAQ with JSON-LD.
September 8, 2025
llms.txt Explained: Evolution and Best Practices for Shopify Stores (AEO)
What llms.txt is, how it evolved from robots.txt, and how a Shopify store can use it for Answer Engine Optimization across e-commerce surfaces.
September 5, 2025
Building Comparison Tables That AI Search Loves to Cite (2025 AEO Guide)
Compact blueprint for comparison tables shoppers understand and assistants reuse. Structure, schema, editorial loop.
September 2, 2025
Product AEO: Price History and Discounts Without Confusing AI
Show sales and savings clearly to shoppers while keeping Product and Offer JSON-LD clean.
August 29, 2025
Review Schema Best Practices for Shopify Review Apps
How to output clean Product, AggregateRating, and Review JSON-LD from Shopify so Google and assistants can trust your pages.
August 26, 2025
Shopify Liquid Snippets for Clean Product Markup: Best Practices and Implementation
Production ready Liquid snippets that emit Product, Offer, and related JSON-LD with exact parity to your PDP.
August 24, 2025
The 2025 Product Page AEO and SEO Playbook
Narrative best practices and quick Q&A you can hand to your team. Build product pages humans skim and models cite.
August 24, 2025
The Shopify FAQ System That LLMs Love
From support logs to reusable Q&A blocks on PDPs and key hubs. Render server-side, add JSON-LD, and measure.
May 1, 2025
Welcome to StoreLens Articles
Get a quick tour of what StoreLens can do for your Shopify store and how Answer-Engine Optimisation helps you sell more.