Zoe
AI agents are becoming marketing operators, not just writing assistants. MCP, A2A, and action protocols make brand context, permissions, and machine-readable assets part of modern GEO.
Zoe
AI systems do not need more generic brand content. They need clean context: consistent facts, sourced claims, structured data, llms.txt, and pages that make the brand easy to retrieve and reuse.
Mia Lefferdink
Zeover's citation data shows Instagram is still a small AI citation surface, but its share is rising across Sonar and Grok. The Instagram way is visual proof plus searchable text, not visual content alone.
Mia Lefferdink
Zeover's citation data shows Reddit is still the broadest social citation winner, but not an uncontested one. YouTube, LinkedIn, and X are taking clearer roles by query type, which means Reddit's share can compress even when Reddit remains central.
Mia Lefferdink
Zeover's citation data shows TikTok is not yet a broad AI citation surface. It matters for native TikTok search and some GPT-5.4 social results, but the cross-model citation case is still thin.
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
Zeover's May 2026 Citation Intelligence Report tracks social citation share by model and platform. Reddit, YouTube, and LinkedIn carry most of the visible weight, but each model routes that weight differently.
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.