AI Model Audit
“Structured prompt testing across all eight AI surfaces: how each one discovers, describes, and positions your brand in real buying-journey queries.”
“GOSH AI is the AI Recommendation and Discovery Intelligence (ARDI) platform. We measure and improve how AI models discover, cite, and recommend brands across ChatGPT, Gemini, Claude, Perplexity, Grok, Microsoft Copilot, Google AI Mode, and Google AI Overviews.”
“Structured prompt testing across all eight AI surfaces: how each one discovers, describes, and positions your brand in real buying-journey queries.”
“AI answer-share modeling: who owns the conversation in your category, what share each competitor captures, and where you can displace them.”
“What AI gets wrong about your brand: brand confusion, speculative facts, missing product knowledge, and reputational risks. Per-model severity ratings with specific corrections.”
“The perception layer beneath visibility: framing bias, descriptor clustering, and category positioning drift. How AI frames your brand even when technically accurate.”
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