The IPO roadshow now plays to a second audience — AI engines that summarize every published word about a company and lock in the foundational Machine Narrative for years. The quiet-period problem: the engines keep building the issuer's profile while management is legally silent. What CFOs and IROs are doing about it.
AI engines frequently get healthcare messaging wrong — hallucinated facts, confused entities, invented citations. Clinical, regulatory, and litigation exposure follows. Mitigation requires continuous correction infrastructure.
A new study analyzes how religious institutions, Christian media, and faith-based nonprofits are represented in AI search results across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. The report identifies top-cited entities and offers a playbook for improving AI citation share.
Four policies cover most of a company's AI exposure — AI Use, Stakeholder Disclosure, Approved-Tools Register, Confidentiality. Paste-ready draft language for each.
CEOs are asking five new questions about reputation. None are what the legacy communications stack was built to answer. A study of 480+ S&P 500 earnings calls.
ChatGPT says your CEO went to Stanford. She went to Penn. Why AI engines hallucinate about brands, and how to close the citation gap before it compounds.
ESPN owns the news. Wikipedia owns the record. Reddit owns the takes. The pilot framework for the EPR Sports Citation Index — measuring sports citation share inside ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.
MrBeast and Beast Industries #1 individual creator. CreatorIQ leads platforms. Whalar leads premium agencies. Influencer Marketing Hub owns the category-publisher moat. 28 entities, 62 prompts, 5 engines.
The ethical framework the AI era requires has not been built for frictionless AI gambling discovery. This article highlights three ethical considerations: problem gambling, recommendations vs. information, and asymmetric access to influence. It also details what a robust framework would include and the role of operators in this conversation.
How AI engines persist healthcare crisis narratives for 12-18 months, replacing the traditional news-cycle half-life. The new response window is 2-4 weeks. Source dominance beats message dominance. Theranos, Purdue, J&J, and prestige-name case examples.
