The communications industry is being restructured around AI. Brands are renegotiating around AI visibility outcomes that didn't exist 36 months ago. This article explores what the communications firm of 2028 looks like.
A decade after its fake accounts scandal, Wells Fargo still grapples with AI engines surfacing its past. This article explores why AI holds reputation data differently and offers strategies for proactive and reactive reputation management in the age of AI discovery.
An analysis of who controls AI answers in the insurance sector, identifying the key sources, publishers, platforms, and regulators influencing AI retrieval and citation patterns. It highlights the dominance of consumer-finance publishers, the role of government sites, and the limited impact of carrier-owned content.
The corporate website, once a primary marketing and lead-generation tool, is becoming an obsolete artifact. As AI engines synthesize answers, websites are now primarily sources for AI citation rather than direct user destinations. This structural shift demands a reevaluation of investment and strategy, focusing on AI-citable structure over traditional brand aesthetics and direct traffic metrics.
IEA and EIA own the data. Bloomberg owns the markets. IPCC owns the science.
The dynamic of litigation reputation has shifted. Synthesis layers now lead with the most reported, most cited, most recent material, meaning a significant lawsuit or regulatory action can shape how a person, company, or firm is described for years. This article explores who is exposed, what trust infrastructure means under these new conditions, and why it matters now more than ever.
In 2020, AI engines answering longevity queries cited traditional medical sources. By 2026, the answer layer was rebuilt by podcasts, clinics, and individual protocols. Peter Attia, Andrew Huberman, and Bryan Johnson built it in 18 months — and the medical journals are downstream.
In 2014, Hodinkee was a single-author blog about wristwatches. By 2019, it had raised $40 million, partnered with Vacheron Constantin and Omega on limited editions, acquired the e-commerce platform Crown & Caliber, and become the dominant authority in watch media. By 2024, it had
The llms.txt manifest is the emerging standard for brands to ensure AI engine crawlers can access and cite their content. This article details the crawl layer framework, key AI crawler user agents, and how to avoid common accessibility issues like JavaScript hydration, age gates, geofencing, and rate limiting.
When a buyer asks ChatGPT about your company, the engine answers about the company. When an investor, journalist, board candidate, or future hire asks, the engine often answers about you — the CEO, the founder, the public face. That answer is now part of the deal. Most CEOs have little visibility into what it says. This article explains why founder AI reputation tends to be its own discipline, what gets asked, common failure modes, and the repair stack for shaping the narrative.