Insights for running ecommerce in the age of AI.
What we learn operating brands across every channel and AI search, shared as practical guidance. Start with the free GEO Audit, dig into the research, or read the blog.
GEO Audit
Test your brand pages' crawlability for AI search engines. Get an instant assessment of how well LLMs can discover and index your ecommerce content across geographies.
Run the free GEO AuditWhich LLM finds your brand?
A technical guide to brand visibility in AI search.
Four retrieval architectures, four index sources, one customer base increasingly split across all of them. This report maps the technical infrastructure behind ChatGPT, Perplexity, Claude, and Gemini, and what it means for brand visibility in AI search.
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AI search is replacing traditional SEO. What ecommerce brands must do now.
Search engines are evolving from keyword matching to AI-driven intent understanding. Brands that do not adapt risk becoming invisible to the next generation of shoppers.
Read articleHow to optimize your product listings for AI recommendations.
AI shopping assistants evaluate products differently than traditional search algorithms. Learn the key factors that decide whether your products get recommended.
Read articleThe future of product discovery: why AI visibility will define the next decade of ecommerce.
From ChatGPT to Perplexity to Google's AI Overviews, the way consumers find products is fundamentally shifting. Here is what the data tells us about where things are headed.
Read articleWe publish as we learn. More to come.