Mia Lefferdink
Zeover's citation data shows X behaving like a model-specific, recency-driven citation surface. The X way is not evergreen authority at scale. It is timely, public, source-linked commentary that helps AI systems understand what changed and who said it.
Mia Lefferdink
Zeover's citation data shows LinkedIn gaining share across AI search surfaces, especially for Grok and Sonar. The LinkedIn way is not more posting. It is professional, attributable, source-rich publishing that AI answers can cite.
Mia Lefferdink
Zeover's citation data shows YouTube behaving differently from other social platforms: rising for GPT-5.4, dominant but less concentrated for Sonar, and steady for Grok. The YouTube way is transcript-first, chaptered, source-rich video publishing.
Mia Lefferdink
B2B and B2C have different AI marketing strategy economics. Now there's a third category: B2A - business-to-agent. When the buyer is an AI doing research on behalf of a human, the optimization surface changes.
Mia Lefferdink
A complete guide to Generative Engine Optimization across seven steps: llms.txt, schema markup, machine-readable content, brand boilerplate, content cadence, measurement, and competitor research.
Mia Lefferdink
Optimizing for AI search without measurement is like running SEO without checking rankings. Here's how to track which queries we appear in, which competitors outrank we, and what actually moves the needle.
Mia Lefferdink
You can't improve brand visibility in AI without measuring it. Here's how to track ChatGPT ranking specifically, compare against Gemini, Claude, Grok, and Perplexity, and iterate on what actually moves.
Mia Lefferdink
The shortcuts people use to trick ChatGPT (prompt injection, cloaking, fake schema, keyword stuffing) all backfire fast. Accuracy compounds. Transparency earns citations. Here's why Organic GEO only works when you work with AI, not against it.
Zoe
On April 23, 2026, Google's security team published evidence of a 32% rise in adversarial prompt injection across the open web. The line between legitimate GEO and the tricks Google is now actively detecting is wider than the marketing-tools market lets on. Real GEO is the opposite shape: transparent, signaled through documented update channels, and durable for that reason.
Mia Lefferdink
Traffic and visibility have decoupled. Content marketing strategy isn't less important in the AI era - it's the single input AI engines use to decide which brands get recommended. Part 1 of a five-part series for marketing leaders rebuilding the content operation for a multi-engine world.