AI search optimization
Clear answers. Traceable evidence.
CanIBuyFrom helps people and AI tools understand what verified buyers actually reported about a business.
Evidence comes first
Business pages show dated summaries and explain the purchase evidence behind reviews. Missing reviews never become an invented verdict.
Public information, readable formats
Public pages use server-rendered text and JSON-LD. The read API, MCP endpoint and llms.txt guide provide additional access.
Visibility is earned
Structured data and llms.txt do not guarantee indexing, ranking or citation. Useful, accurate content is the foundation.