1. What GlanzAI Currently Does
GlanzAI is an automated diagnostic and measurement platform that audits website technical signals and queries connected Large Language Model (LLM) providers to evaluate whether a brand is recognized, cited, or recommended in structured prompt scenarios.
Layer 1: Website Readiness Audit
Inspects your domain’s live HTTP response headers, /llms.txt file availability, JSON-LD structured data entity graph, robots.txt crawler permissions, and Google Lighthouse performance metrics.
Layer 2: Multi-Model AI Measurement
Dispatches standardized buyer-intent, category-comparison, and ecosystem-integration prompt profiles across configured LLM provider endpoints, persisting raw response text and execution latency immutably in Cloudflare D1.
Evidence-Based Integrity Principle:All metrics in customer reports derive directly from stored raw observation records. If a prompt attempt fails or is unattempted, it is excluded from the denominator. No synthetic metrics, placeholder scores, or invented sentiment values are ever generated.