AI presence assessment and semantic risk

Understand how AI understands you.

Plyr2.ai is building an evidence-led practice for assessing how AI systems describe, cite, compare, recommend, and risk misrepresenting organisations.

Should your organisation be represented by your source of truth, or by an AI system's best guess?

Plyr2.ai diagnostic cover showing an AI representation dashboard with metrics for citations, accuracy, source coverage, freshness, media fidelity, and token efficiency.
Assessment before remediation Evidence capture across prompts, engines, sources, citations, and media.
Publisher-declared meaning OpenGEO-compatible patterns for Semantic Twins, context, provenance, and canonical media.
Engine behaviour Evaluation of what AI systems actually retrieve, cite, preserve, omit, or invent.