What Jev Means for GEO: The AI Decision Model That Audits Your Entire Content Stack for Under a Dollar
Jev, TypeSafe AI’s new System One decision model, runs 193x faster and 445x cheaper than LLMs for classification tasks. Here is what it means for GEO teams running AI citation monitoring and content audits at scale.
ACP, UCP, or MCP: Which Agentic Commerce Protocol Makes Your Business Discoverable to AI Agents?
Three open standards are competing to define how AI agents discover, evaluate, and transact with businesses in 2026 — and most brands have not yet decided which ones to implement, or why. ACP (Agentic Commerce Protocol, from Stripe and OpenAI), UCP (Universal Commerce Protocol, from Google and Shopify), and MCP (Model Context Protocol, from Anthropic […]