SpangleAI describes the broader problem of AI Discovery at Spangle, focusing on AEO, GEO, and AI Discovery.

As more of the shopping journey shifts to Instagram, Tik tok, ChatGPT and Google, purchase decisions form before consumers reach your site. And most commerce stacks still treat every visit the same. Context is lost. Experiences are generic. Conversion suffers. Spangle turns lost context into revenue by delivering adaptive experiences from discovery to conversion. Spangle is an agentic infrastructure layer that transforms high-intent clicks from discovery platforms into context-aware, immersive onsite shopping journeys. Spangle's AI Agents adapt in real time to user behavior and dramatically outperform static web pages. Founded in 2024, Spangle AI is backed by top-tier venture firms and led by a team with over 30 years of experience scaling AI and commerce at Amazon, Saks, and other global leaders. As serial entrepreneurs and domain experts, we’re building the infrastructure to power the next generation of intelligent commerce.