A New Standard for AI Visibility
The AwarenessAI Portal is designed to answer a simple but critical question: What is AI saying about your organisation, and can you trust it? Through a structured testing framework, the platform evaluates how AI models describe organisations, whether they present accurate information, and whether they recommend them with confidence. The results are delivered through a clear dashboard that transforms opaque AI behaviour into measurable insight. Unlike traditional SEO tools, the Portal focuses on AI generated answers rather than search rankings. It shows not only what is being said, but how consistently it is said across multiple models and prompts.
Understanding AI Representation in Practice
The AwarenessAI Portal is designed to surface what AI systems say about an organisation, how confident those systems are, and whether the information presented can be trusted. Rather than focusing on traditional search rankings, the platform analyses the content of AI generated answers themselves, highlighting consistency, accuracy, and recommendation behaviour across models.
By testing the same organisation through structured prompts, the Portal reveals where AI responses align with verified information and where gaps or uncertainty exist. These insights are presented through a single dashboard, removing the need for assumptions about AI behaviour.
50 Prompt Testing Framework
The 50 prompt testing framework provides a detailed snapshot of how an organisation is currently represented by AI. It focuses on the core ways AI systems describe the organisation, the factual accuracy of those descriptions, and the level of confidence shown when responding to common real world queries.
This framework is designed to replicate how users, journalists, and decision makers naturally ask questions of AI tools. The resulting responses show how well an organisation is understood, where information is incomplete, and whether AI is confident enough to recommend it in relevant contexts.
For many organisations, this level of testing quickly highlights areas where AI perception diverges from reality.
100 Prompt Testing Framework
The 100 prompt testing framework builds on this foundation by expanding the range and depth of scenarios tested. It examines not only core descriptions, but also how AI systems respond to comparative, suitability, and recommendation based questions.
By analysing a much broader set of prompts across multiple AI models, this framework exposes subtle inconsistencies, emerging risks, and areas where AI systems rely on assumptions rather than evidence. It is particularly valuable for organisations operating in regulated, high trust, or highly competitive environments, where AI driven misrepresentation can have material consequences.
The increased prompt volume allows for more robust pattern analysis and a clearer understanding of how AI narratives form around an organisation.
From Insight to Control
The Portal and Dashboard consolidate AI responses into a structured view that highlights patterns, confidence levels, and areas of concern. Organisations can clearly see where AI outputs are positive, neutral, or negative, and where corrective action may be required.
This transforms AI from an invisible influence into a system that can be monitored, measured, and improved over time.
Why This Matters Now
Most organisations still have no direct visibility into what AI systems are saying about them. In that absence, AI fills gaps with inference, outdated information, or competitor signals. As AI increasingly shapes perception and choice, unmanaged representation becomes a growing strategic risk.
AwarenessAI has been created to help organisations move from uncertainty to clarity in this new landscape.
Summary
The launch of the AwarenessAI Portal and Dashboard introduces a practical way for organisations to understand and manage their AI representation. Through structured 50 and 100 prompt testing frameworks, the platform reveals how AI systems describe, trust, and recommend organisations, providing the insight needed to become the brand AI confidently recommends.