Guides
In-depth guides to AI commerce readiness, GEO scoring, and product optimization.
ChatGPT vs Claude vs Perplexity vs Gemini for E-commerce in 2026: Which AI Shopping Agent to Optimize For
The four major AI shopping agents diverged meaningfully in 2026. Different data preferences, query volumes, conversion rates. The prioritization framework + real benchmarks from 8,000+ stores.
AI Agent Shopping by Platform in 2026: Shopify, WooCommerce, BigCommerce, Magento & More
Platform-by-platform guide to making your e-commerce store discoverable to ChatGPT, Claude, Perplexity, Gemini, and emerging shopping agents. Specific fixes for Shopify, WooCommerce, BigCommerce, Magento, Squarespace, Wix, Ecwid, and headless commerce.
How to Measure AI Agent Revenue in 2026: GEO Score, Attribution, and the Metrics That Matter
Standard analytics under-report agent revenue by 40-70%. The 5 metrics that actually matter, the multi-touch attribution model that works, and the GEO score benchmarks correlating with citation rate.
7 GEO Score Mistakes Costing You AI Shopping Traffic
The 7 most common GEO score mistakes that make your store invisible to AI shopping agents. Data from 47,000 store scans with specific fixes for each.
What is a GEO Score? How AI Agents Rank Your Store
Learn what a GEO score is, how AI shopping agents evaluate your store across 4 pillars, and how to improve your score to capture AI-driven commerce revenue.