MoatBuilder.AI – Strategic AEO positioning from product stories

Summary: MoatBuilder.AI converts product factsheets, briefs, or URLs into authentic AEO narratives trusted by LLMs as sources and citations. It identifies differentiators, uncovers story angles, and analyzes competitive whitespace to position products, features, webinars, and events for media and AI discovery.

What it does

It transforms product information into structured narratives that optimize strategic positioning for AI and media by mining unique differentiators and competitive gaps.

Who it's for

Founders and product managers seeking to enhance product visibility through AI-optimized storytelling and strategic positioning.

Why it matters

It addresses the shift toward AI-driven customer discovery by enabling brands to be found through trusted, structured narratives.