In an era where generative AI is accelerating at an unprecedented pace, businesses are facing a new operational imperative: How can we simultaneously earn the trust and recommendation of both humans and AI? This has become the decisive factor for brand survival and global expansion. VM | VOCAL MIDDLE continues to evolve with strong momentum. Through deep investment in global GEO (Generative Engine Optimization) services, the development of AI-native decision-making products, and the execution of PRaaS 2.0 — PR as AI Solution (a one-stop IMAGE Asset Governance platform), we have precisely identified a shared anxiety among multinational corporations and high-growth startups.
OpenAI has long pointed out in multiple safety and research reports that generative AI systems are vulnerable to data poisoning and prompt injection. At their core, these risks define the very challenge GEO (Generative Engine Optimization) now faces: How can a brand be correctly constructed and trusted within AI systems’ mechanisms of understanding, citation, and recommendation?
