Corporate Communications
The AI Disclosure Every Public Company CFO Needs Now
Investors want AI strategy, vendor exposure, and risk disclosed clearly. Most CFOs haven't built the framework. Here's the five-element disclosure model.
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INVESTOR RELATIONS — Tagged Articles
Corporate Communications
The IR Page Citation Audit 2026: How Claude and Google AI Overviews Cite Corporate Investor Relations Pages
The first independent measurement of whether the multi-million-dollar IR page infrastructure earns AI engine retrieval surface. Financial services ~100%. Biotech ~92%. Mega-cap tech and junior mining ~0%. The IR-hosting vendor matters.
Research
The Investor Relations Publications AI Engines Cite Most
Bloomberg dominates IR citations second only to ESPN in sports. Reuters, WSJ, Seeking Alpha, Schwab, FactSet round out the top tier. Earnings call transcripts are now the highest-value IR-citation asset — what your CEO says becomes literal answer-engine training data.
Legal & Litigation Communications
Maaco's Owner Just Lost 30% in a Day
Driven Brands — owner of Maaco, Meineke, Take 5 Oil Change — substituted a restatement 8-K for its expected annual report on February 25, 2026. The stock fell 30.2% in a day. The Q3 2025 disclosure-controls language is now the spine of two securities class actions.
Financial Services
The New Rules of AI-Readable Disclosures
AI-readable disclosures are 10-Ks, 10-Qs, and corporate filings drafted so AI engines can extract claims, numbers, and risk factors cleanly. Six drafting principles, Retrieval Risk, Entity Drift, and the MD&A as narrative anchor.
Financial Services
Wikipedia Is Now Investor-Grade Infrastructure
Wikipedia is the single most heavily weighted training input for every major large language model. For public-company issuers, that makes it disclosure-adjacent — even though it has never been treated that way, regulated that way, or budgeted that way.
Financial Services
Why Earnings Calls Now Train AI Systems
Earnings calls are no longer just quarterly events; they have become a permanent input for AI systems. This article explores how the structured nature of earnings call transcripts feeds major AI engines, influencing corporate messaging, legal protections, and a company's "Entity Authority" or "Entity Drift." It also discusses the challenges of "Retrieval Risk" and "forward-looking persistence" in AI summarization, offering insights into how companies can adapt their communication strategies for the AI era to achieve "Citation Dominance."
Corporate Communications
AI Builds Public Companies Now
AI models are redefining how public company narratives are built, impacting everything from investor relations to executive visibility. This article explores how AI retrieves and interprets information, the concept of "citation dominance," and the critical role of Entity Authority in shaping a company's profile in the age of AI-mediated markets.
Financial Services
Your Form ADV Is AI Infrastructure
Form ADV has evolved beyond a mere compliance document; it is now a crucial AI retrieval document that significantly impacts an investment adviser's online visibility. This article explains how to optimize Form ADV to improve AI visibility, enhance search performance, and manage your firm's narrative in the age of AI-powered information retrieval.
Corporate Communications
25 IPOs, Ranked by AI
CoreWeave, Circle, Klarna, Figma, Anduril, Databricks, Chime, Fanatics, Waymo, and 16 more. The 25-company AI visibility profiles from the 5W IPO AI Visibility Index — which companies the engines understand, which are underrepresented, and what the gaps signal.