AI presence assessment and semantic risk
Understand how AI understands you.
Plyr2.ai provides an evidence-led practice for assessing how AI systems describe, cite, compare, recommend, and risk misrepresenting organisations.
The assessment is designed for leaders and delivery teams responsible for digital strategy, brand, customer experience, content, product data, risk, governance, and AI implementation.
Should your organisation be represented by your source of truth, or by an AI system's best guess?
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.