SEO helped stores get found. GEO helps products get chosen.
AI agents do not browse catalogs like humans. They read product signals, compare options, cite sources and recommend the products they understand best.
Commerce is moving from search results to AI recommendations
A Shopify store can be technically connected to AI channels and still lose the recommendation. GEO is the work of making each product readable, comparable, citable and safe for AI agents to recommend.
AI agents choose the product they can understand with the most confidence.
Generic titles, thin descriptions and weak semantic context make products easier to skip.
The new advantage is not only traffic. It is being the product an agent selects in the answer.
Same catalog. Different decision maker.
Classic optimization
Optimizes pages for human browsing
Measures rankings, clicks and sessions
Focuses on store discovery
GEO
Prepares product signals for AI agents
Measures citations, readiness and AI-commerce impact
Focuses on product recommendation
GEO turns product data into signals AI can trust
Readiness score
Find which products lack the clarity, structure or context needed by generative engines.
Semantic product signals
Improve titles, descriptions, use cases, comparison points and entity signals for each product.
Competitor context
Use search and competitor data only where it strengthens the signals AI agents need to compare options.
Citation tracking
Monitor when answer engines start citing products after GEO signals are applied.
A GEO workflow built for Shopify catalogs
Scan the catalog
Krawfly reads product data, market context, missing signals and citation readiness.
Generate GEO signals
It prepares AI-readable product context while keeping the merchant in control.
Apply on Shopify
Approved signals go live on Shopify and can be reverted in one click.
Track citations
Krawfly monitors whether products are cited by AI engines after optimization.
Be in the first batch AI agents recommend
20 stores. Free beta access. Apply now.
Apply for early access