Brands need a systematic way to audit their presence in LLM outputs. This article outlines the components of a defensible AI audit, including query libraries, cross-platform execution, human review, and source extraction. It also details what good audit deliverables look like and common pitfalls to avoid. Learn how to commission an effective AI visibility audit.
Part of the EPR Insurance cluster · P&C Insurance Citation Share Index 2026 · Insurance Marketing & Brand Archive · Health Insurer AI Audit
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.
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.
Service times. Staff page. Video sermons nobody outside the congregation sees. The Google-era church site doesn't survive synthesis. Transcribe sermons. Entity pages for pastors. Schema.
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.
Citation Share is the percentage of AI-generated answers in a category that cite, name, quote, or reference a given brand. It is to the answer-engine era what market share is to revenue. This article explains what Citation Share measures, what it doesn't, and why it's a crucial metric for brands to understand and manage their AI visibility.
Layer 3 of the AI Beauty Authority Stack — Creator Authority. Beauty was the first consumer category restructured by creator content. The most mature creator economy. The 2026 playbook for the trust surface.
CeraVe leads at composite 91. The Ordinary #2 at 87. Engines lean on Reddit, INCIDecoder, and dermatologist consensus — not magazine placement. Beauty discovery is now an answer, not a link.
A 90-day playbook for consumer brands to appear in AI engine answers. Three phases — audit and fix entity data, build earned footprint, structure owned content for retrieval. GEO operationalized for CPG.