How do you prepare a company for AI-driven due diligence?

AI-driven due diligence is now standard practice on the buyer side of most institutional transactions. Investors prompt ChatGPT, Gemini, and Perplexity about target companies and their principals before formal diligence even begins, and what the engines say shapes the initial framing. Preparation means running the diligence prompts before the buyer does: ‘what are the major risks at [Company],’ ‘tell me about [Founder] – their track record, controversies, prior companies,’ ‘how does [Brand] compare to its peers.’ Each prompt produces a real AI response that AIQ™ captures, with source attribution. Source-layer work on those gaps over the months before a process produces materially different AI responses by the time buyers start asking. The same diagnostic approach applies before a public offering, a major hiring decision, or any other moment where AI-mediated perception matters.