AI communications & PR intelligence for AI communications and generative engine optimization.
AI visibility separates being well covered from being present in a generated answer. A brand can have abundant press and still be absent when a model summarizes the category because the two systems reward different signals.
Every communications team is in the middle of a structural shift. The question isn't whether AI changes the job — it already has. The question is whether your team is built to operate in this environment, or still running a workflow designed for the last one.
Google AI Overviews and AI Mode now appear above organic results for a growing share of queries. Getting cited requires a different playbook from traditional Google SEO — and a different one from ChatGPT or Perplexity.
A directional modeling study of how five AI engines surface and rank 28 crypto and Web3 brands across 62 prompts. Bitcoin and Ethereum anchor the category; Coinbase dominates US-exchange citation; the named founder beats the anonymous team.
When someone asks ChatGPT which firm to trust, the engine constructs an answer from parametric knowledge and retrieved sources. Here's what drives the answer — and how brands can influence it.
A new 5W index shows three companies own 94% of every AI theme-park answer. The more useful finding is why — and it lives in six sources.
AI systems do not generate theology but synthesize existing authority structures, leading to "doctrinal flattening" where competing traditions are compressed into single answers. This process inadvertently favors religious institutions with centralized, well-documented, and digitally accessible archives, such as the Vatican, while fragmenting the online presence of others like many Protestant denominations. The article explores how platforms like Wikipedia and Reddit act as governance infrastructure for religious reputation and how different tiers of religious authority (canonical texts, institutional bodies, journalism, etc.) are weighted in AI synthesis. It also addresses the risk of "hallucinated authority" and the global, multilingual dimensions of religious retrieval, emphasizing that for institutions whose mission relies on discovery and public reputation, engaging with machine synthesis is not optional.
A new 5W AI Communications study models 25 IPO candidates inside the major AI engines — and finds the biggest names are the least in control of their own story.
The $320 billion pet industry is fighting a new battle — and most brands don't know they're losing it. Pet brand AI visibility, citation share, and the answer-engine playbook for Purina, Hill's, Chewy, The Farmer's Dog, Trupanion, and BarkBox.
The best query is the new shelf. Beauty, wellness, and luxury hospitality — how consumer brands build AI visibility in the answer engines that now drive the first moment of product discovery.
Wikipedia. PubMed. Reddit. Huberman, Attia, Hyman. The six anchor surfaces wellness brands must own — or AI engines describe them without them.
AI Visibility is one signal inside the broader AI Communications discipline — the strategy, measurement, and brand-level playbooks live in the parent hub.
Read the AI Communications hub