
Who Controls the B2B Marketing Answer in AI Engines
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.

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.

Chegg is the first publicly traded company to attribute revenue decline to AI — stock down ~99% from its 2021 peak, more than half the workforce cut in 2025, and a lawsuit against Google. The Vulnerable 50 case study at #96.

EPR's Beauty PR pillar — nine sub-specialties, the press pool, the wellness-beauty convergence, and how brands win Citation Share inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.

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.

Google AI Overviews put a generated answer above the blue links. Brands cited inside it own the authority. Brands beneath it are paying for traffic that no longer comes.

Fourteen structural shifts that rewrote public relations. What buyers ask now, what AI engines cite, what stopped working, and where the work goes next — across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

AI Communications is the discipline of becoming the answer inside ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. The 2026 playbook for mid-market companies, Citation Share, GEO, and the five plays that move the metric.

Google and Bing are the two largest search engines in the Western market. Google dominates global search share. Bing operates as the persistent challenger with meaningful U.S. desktop position. Market position, strengths, weaknesses, and practical implications for marketers.

The evolution of search from directories to AI answers. How online search became recommendation-driven, brand-led, citation-weighted — and what GEO does about it.

Pravda ran for eighty years as the Soviet Union's paper of record. The mechanism it built — top-down editorial line, industrial volume, controlled distribution, cross-channel repetition — is the archetype every institutional PR machine still borrows from.