Perplexity does something the other major AI answer engines do not yet do as aggressively: it surfaces source citations directly inside the answer interface, with hyperlinks, rankings, and a hover-to-preview that reads more like a journalist's sidebar than a search result. For communications teams, this matters in a way that is easy to underestimate.
For three decades the healthcare funnel was a long sequence. AI engines have compressed it into one moment. Budget, measurement, organizational structure, crisis posture, and sales enablement all rebuild around the new top of funnel.
Twenty-five prompts. Five engines. One hundred twenty-five outputs. Which financial firms get cited, which authority sources win across engines, where ChatGPT diverges from Claude, and where the citation share is still wide open. The data anchor for the Financial Services pillar.
Most CPG digital marketing campaigns fail because the idea itself is not designed to spread. This article outlines 12 high-probability viral angles, from "Extreme Use Case" to "Relatable Humor," based on observable patterns across successful campaigns. Learn how to adapt these strategies for your brand and understand the core drivers of virality: curiosity, emotion, identity, and participation. Also, explore the role of execution, platform-native content, and agency partnerships in maximizing viral potential.
The conference industry has changed. Learn how B2B brands can adapt their speaker bureau strategy to the new landscape of vertical conferences, hybrid formats, and evolving metrics to achieve executive thought leadership and a strong return on investment in 2026.
The article discusses how AI retrieval systems determine reputation, outlining the key "anchor surfaces" they use to synthesize information. It emphasizes the importance of adapting PR and marketing strategies to these new indexing methods, providing insights into what gets a subject favorably indexed and what doesn't. The text also highlights real-world examples of reputation shifts experienced by public figures and companies due to AI indexing.
Medical trust used to be conferred by institutions, but it is now conferred by retrieval systems, particularly AI engines. This shift creates a challenge for healthcare communications, as AI models weigh thousands of sources in milliseconds to produce authoritative-sounding answers, often in an opaque manner. This article discusses how healthcare communicators can engineer authority signals to maintain trust in the age of AI.
Some hospitals are invisible in AI search, while others dominate. The difference lies in citation infrastructure—the structured, retrieval-anchored content that AI engines prefer. Learn why hospitals like Cleveland Clinic and Mayo Clinic succeed and how others can catch up.
AI engines now synthesize B2B marketing answers before buyers click a single link. Here's who controls those answers — and how Citation Share is measured and won.