A SaaS^? auditing tool that continuously scans an LLM^? application's codebase, infrastructure, and public footprint to score it against production best practices: environment isolation, error handling, graceful failure, observability, cost efficiency, and security posture. It also runs a GEO^?/AIO audit by querying major LLMs^? to detect how (and whether) the product appears in answers, and generates a prioritized remediation checklist. Integrates with GitHub, cloud providers, and observability stacks for continuous monitoring.

LLM^?-powered apps are shipping faster than ever in 2026, but generative search (ChatGPT, Perplexity, Gemini) is replacing Google as a discovery channel — making both production reliability and LLM^?-visibility audits urgent and underserved.