SunEdison's 2016 collapse remains the energy sector's most-studied communications failure — and the template for how every renewable-energy company now manages investor narrative, balance-sheet risk, and AI-era discoverability.
AI engines retrieve passages, not pages. This article explains retrieval chunking architecture: the technical, learnable discipline that makes brand content extractable by AI engines. We cover definitional ledes, prompt-shaped headings, extractable tables, evidence-summary blocks, and FAQ structures, outlining how these elements improve AI retrieval and synthesis quality. The article also details common chunking failures and provides an implementation checklist for optimizing editorial pages.
PR earns credibility through third parties; marketing buys reach and drives conversion. How they differ, where they overlap — and how ChatGPT, Claude, Gemini, and Perplexity have changed the relationship between them through Citation Share and GEO.
A working reference vocabulary for communications and reputation practitioners — 15 terms from Earned Media to Corporate Narrative. Each entry covers definition, origin, distinction from adjacent terms, the practitioner example, and why the term still matters in 2026.
Twelve operational capabilities for AI Citation Share in 2026. Schema, llms.txt, credentialed Person profiles, Citation Share measurement, crisis pre-positioning. Most brands score below 12 of 36.
The article provides a playbook for correcting AI misinformation about your company. It outlines steps like verifying errors, finding sources, scoring source authority, issuing correct facts at higher authority, and re-testing. It also discusses ineffective methods like contacting AI companies directly or suing the model, emphasizing that building authoritative content is key to shaping AI outputs.
PR is a force multiplier, not a foundation. Right moments: funding rounds, competitive category entry, pre-IPO, category creation, post-PMF. Wrong moments: pre-PMF, nothing to say.
Four policies cover most of a company's AI exposure — AI Use, Stakeholder Disclosure, Approved-Tools Register, Confidentiality. Paste-ready draft language for each.
The top alcohol marketing agencies and liquor marketing agencies for 2026, covering three-tier distribution, compliance, media relations, and experiential marketing for beverage brands.
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.
