Healthcare brands ignoring AI communications lose citation share, accumulate adversarial content, and watch internal capability atrophy. A working AI comms strategy needs audits, citation infrastructure, and continuous measurement.
Boeing, J&J, BP, Wells Fargo, Theranos, Volkswagen, Bud Light, FTX. How five AI engines rank and frame 25 reputation-crisis brands — and what it means for crisis recovery.
Pre-IPO reputation hardening is a 12-month operation. Most teams start at month two. Companies preparing for IPO face a structural reputation transition. The pre-filing private-company communications operation gets reshaped into the post-filing public-company communications operation across roughly 12 months.
Executive reputation is the most valuable and most fragile asset for companies. It's built over years through operational track record, strategic narrative, public communication discipline, and industry credibility. However, it can be lost in 90 minutes due to personal-conduct allegations, public-statement crises, or legal exposure. CEOs who prioritize crisis preparedness are more likely to maintain their reputation.
Reputation management has expanded beyond traditional SEO to include AI, Wikipedia, Reddit, and other digital surfaces. This article explores the evolving landscape of reputation management and the strategies needed to succeed in the AI era.
The first sentence a buyer reads about your company is now generated, not written. AI Reputation Management is the discipline of measuring, defending, and shaping what ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews say about a company, a founder, or a product. The five layers, the six-hour clock, and the three metrics that replaced the media-impression count.
Uber rolled its Women Preferences feature nationwide despite an active discrimination class-action lawsuit. This article examines Uber's strategy in scaling a contested feature, the risks involved, and the implications for reputation and crisis management.
Manufacturing crisis communications runs on statutory clocks — OSHA 8/24-hour, CPSC §2064, NHTSA §30118, EPCRA/CERCLA, Reg FD, WARN — plus a unionized workforce, dealer channel, and community. The eight archetypes, the team, and the AI engine layer.
DIY tools ~$400/mo. Managed programs $1,500–$10K. Status Labs $2,500–$50K. Terakeet up to $10M a year. ORM market $6.9B in 2025, doubling by 2030.
The inaugural 5W Reputation Index reveals how AI engines describe founders of AI labs. The study shows that reputation in AI-mediated discovery tracks source bases, not fame, offering crucial lessons for founders on shaping their narratives.
