Open Web AI Query Architecture
A standardized protocol enabling AI systems to access structured, query-responsive product listings through deterministic business-controlled interfaces.
A standardized protocol enabling AI systems to access structured, query-responsive product listings through deterministic business-controlled interfaces.
Core Components
Extended robots.txt convention including llm.txt manifest for AI-readable site summaries, taxonomy, and API endpoints.
Structured endpoints accepting AI queries with intent, budget, and context parameters, integrated with business MCPs.
Business-maintained vector databases containing micro-targeted product variants optimized for specific contexts and personas.
Built-in rate limiting, API authentication, and attribution systems to ensure secure and fair use of business content.