Improve AI Trust Signals · AI Presence
A diagnostic platform that evaluates a business's 'AI Readiness Score' by analyzing public signals to determine how AI systems interpret and recommend the brand.
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What Are Public Signals for AI Discovery?
AI models and answer engines discover and verify brands through a structured set of public signals—authoritative third party sources that collectively establish identity, credibility, and context. Optimizing these external touchpoints is foundational to Generative Engine Optimization GEO /what is ge
How to Fix AI Brand Misrepresentation
Fixing AI brand misrepresentation requires identifying where incorrect information originates in training data and public signals, then systematically correcting those authoritative sources while building consistent, machine readable evidence across your owned channels.
Why Is AI Giving Outdated Information About My Company?
AI systems often return outdated information about companies because most large language models rely on static training data with fixed cutoff dates, while the minority that browse live web still cache and re rank information unpredictably. Refreshing your company's public signals across authoritati
How to Increase Citations in Perplexity and ChatGPT
AI systems cite sources that demonstrate high topical authority, clear factual structure, and broad signal distribution across the web. To increase citations in Perplexity and ChatGPT, brands must optimize for how these engines discover, verify, and rank information—treating visibility in LLM respon
How AI Models Decide Which Brands to Recommend
AI models recommend brands based on a composite assessment of authority signals, citation patterns, and entity relationships derived from public data, with trustworthiness acting as the primary filter that determines inclusion or exclusion in generated responses.
What Is an AI Readiness Score?
An AI Readiness Score is a proprietary diagnostic metric that quantifies how discoverable, accurately represented, and recommendable a brand is across large language models and AI answer engines. It measures the strength and consistency of public signals that AI systems use to form opinions about bu
What Is Generative Engine Optimization (GEO)?
Generative Engine Optimization is the practice of shaping how AI systems discover, interpret, and cite brands in their generated responses. It represents a fundamental shift from traditional search optimization—where the goal was ranking on a page of blue links—to engineering digital footprints that